diff --git a/.extended_metadata.yaml b/.extended_metadata.yaml
new file mode 100644
index 00000000000..39a52d04121
--- /dev/null
+++ b/.extended_metadata.yaml
@@ -0,0 +1,53 @@
+package_name: MNE-Python
+date_created: '2010-12-26'
+date_published: '2014-08-04'
+application_category: Neuroscience
+code_doi: 10.5281/zenodo.592483
+compound_surnames:
+ - García Alanis
+ - van Vliet
+ - De Santis
+ - Dupré la Tour
+ - de la Torre
+ - de Jong
+ - de Montalivet
+ - van den Bosch
+ - Van den Bossche
+ - Van Der Donckt
+ - van der Meer
+ - van Harmelen
+ - Visconti di Oleggio Castello
+ - van Es
+preferred_citation:
+ title: MEG and EEG Data Analysis with MNE-Python
+ journal: Frontiers in Neuroscience
+ type: article
+ year: 2013
+ volume: 7
+ issue: 267
+ start: 1
+ end: 13
+ doi: 10.3389/fnins.2013.00267
+ authors:
+ - family-names: Gramfort
+ given-names: Alexandre
+ - family-names: Luessi
+ given-names: Martin
+ - family-names: Larson
+ given-names: Eric
+ - family-names: Engemann
+ given-names: Denis A.
+ - family-names: Strohmeier
+ given-names: Daniel
+ - family-names: Brodbeck
+ given-names: Christian
+ - family-names: Goj
+ given-names: Roman
+ - family-names: Jas
+ given-names: Mainak
+ - family-names: Brooks
+ given-names: Teon
+ - family-names: Parkkonen
+ given-names: Lauri
+ - family-names: Hämäläinen
+ given-names: Matti S.
diff --git a/.github/workflows/autofix.yml b/.github/workflows/autofix.yml
index 7e244d147a5..a11d2eb3f3b 100644
--- a/.github/workflows/autofix.yml
+++ b/.github/workflows/autofix.yml
@@ -19,4 +19,27 @@ jobs:
- run: pip install --upgrade towncrier pygithub gitpython numpy
- run: python ./.github/actions/rename_towncrier/rename_towncrier.py
- run: python ./tools/dev/ensure_headers.py
+ - name: Sync dependencies to README
+ uses: tsbinns/mne-tools/actions/sync-dependencies-to-readme@add_tools
+ with:
+ project-root: ${{ github.workspace }}
+ ignore-upper-pins: numpy
+ - name: Sync dependencies to environment file
+ uses: tsbinns/mne-tools/actions/sync-dependencies-to-environment-file@add_tools
+ with:
+ project-root: ${{ github.workspace }}
+ extras: full,full-no-qt,hdf5
+ additional-dependencies: pip,mamba,conda,nomkl,noqt5
+ pip-dependencies: pymef
+ requirements-overrides: PySide6==6.10.2,vtk==9.6.0
+ # - name: Generate citation
+ # uses: tsbinns/mne-tools/actions/generate-citation@add_tools
+ # with:
+ # project-root: ${{ github.workspace }}
+ # release-version: "1.13.0"
+ - name: Generate codemeta
+ uses: tsbinns/mne-tools/actions/generate-codemeta@add_tools
+ with:
+ project-root: ${{ github.workspace }}
+ release-version: "1.13.0"
- uses: autofix-ci/action@c5b2d67aa2274e7b5a18224e8171550871fc7e4a
diff --git a/.github/workflows/check_environment.yml b/.github/workflows/check_environment.yml
new file mode 100644
index 00000000000..84bcc79bbe4
--- /dev/null
+++ b/.github/workflows/check_environment.yml
@@ -0,0 +1,33 @@
+name: Check 'old' environment
+
+on: # yamllint disable-line rule:truthy
+ pull_request:
+
+jobs:
+ check-environment:
+ permissions:
+ contents: write
+ name: Check 'old' environment
+ runs-on: ubuntu-latest
+ defaults:
+ run:
+ shell: bash -el {0}
+ env:
+ MNE_CI_KIND: 'old'
+ steps:
+ - uses: actions/checkout@v6.0.3
+ with:
+ persist-credentials: false
+ - uses: astral-sh/setup-uv@v8.2.0
+ with:
+ version: ">=0.9"
+ activate-environment: true
+ cache-dependency-glob: |
+ **/pylock.ci-old.toml
+ python-version: '3.10'
+ - run: bash ./tools/github_actions_dependencies.sh
+ - name: Run MNE-Tools action
+ uses: tsbinns/mne-tools/actions/check-environment@add_tools
+ with:
+ project-root: ${{ github.workspace }}
+ groups: lockfile_extras
diff --git a/.github/workflows/check_lockfile.yml b/.github/workflows/check_lockfile.yml
new file mode 100644
index 00000000000..c1b68879231
--- /dev/null
+++ b/.github/workflows/check_lockfile.yml
@@ -0,0 +1,24 @@
+name: Check 'old' lockfile
+
+on: # yamllint disable-line rule:truthy
+ pull_request:
+
+jobs:
+ check-lockfile:
+ permissions:
+ contents: write
+ name: Check 'old' lockfile
+ runs-on: ubuntu-latest
+ defaults:
+ run:
+ shell: bash -el {0}
+ steps:
+ - uses: actions/checkout@v6.0.3
+ with:
+ persist-credentials: false
+ - name: Run MNE-Tools action
+ uses: tsbinns/mne-tools/actions/check-lockfile@add_tools
+ with:
+ project-root: ${{ github.workspace }}
+ lockfile-path: tools/pylock.ci-old.toml
+ groups: lockfile_extras
diff --git a/.github/workflows/spec_zero.yml b/.github/workflows/spec_zero.yml
index 08dec793a08..9909bd447e2 100644
--- a/.github/workflows/spec_zero.yml
+++ b/.github/workflows/spec_zero.yml
@@ -1,6 +1,7 @@
name: SPEC0
on: # yamllint disable-line rule:truthy
+ pull_request:
schedule:
- cron: '0 0 * * 1' # At 00:00 every Monday
workflow_dispatch:
@@ -43,7 +44,7 @@ jobs:
detached: true
- uses: astral-sh/setup-uv@v8.2.0
with:
- version: ">=0.9"
+ version: ">=0.9,<=0.9.26"
activate-environment: true
python-version: "3.12"
- name: Install dependencies
@@ -51,12 +52,27 @@ jobs:
- name: Update tracked dependencies
run: python ./tools/dev/spec_zero_update_versions.py
- name: Sync updated dependencies to README
- run: python tools/sync_dependencies.py
+ uses: tsbinns/mne-tools/actions/sync-dependencies-to-readme@add_tools
+ with:
+ project-root: ${{ github.workspace }}
+ ignore-upper-pins: numpy
+ - name: Sync updated dependencies to environment file
+ uses: tsbinns/mne-tools/actions/sync-dependencies-to-environment-file@add_tools
+ with:
+ project-root: ${{ github.workspace }}
+ extras: full,full-no-qt,hdf5
+ additional-dependencies: pip,mamba,conda,nomkl,noqt5
+ pip-dependencies: pymef
+ requirements-overrides: PySide6==6.10.2,vtk==9.6.0
- name: Create lockfile for old CI
# uv pip compile requires setting the python version explicitly in the command :(
- run: |
- uv pip compile pyproject.toml --python "3.10" --python-platform "x86_64-unknown-linux-gnu" --group test --group lockfile_extras --resolution lowest-direct --format pylock.toml --output-file tools/pylock.ci-old.toml
- python tools/github_actions_check_old_lockfile.py
+ run: uv pip compile pyproject.toml --python "3.10" --python-platform "x86_64-unknown-linux-gnu" --group test --group lockfile_extras --resolution lowest-direct --format pylock.toml --output-file tools/pylock.ci-old.toml
+ - name: Validate lockfile for old CI
+ uses: tsbinns/mne-tools/actions/check-lockfile@add_tools
+ with:
+ project-root: ${{ github.workspace }}
+ lockfile-path: tools/pylock.ci-old.toml
+ groups: lockfile_extras
- name: check if files changed
run: |
git diff && git status --porcelain
@@ -64,23 +80,6 @@ jobs:
echo "dirty=true" >> $GITHUB_OUTPUT
fi
id: status
- - name: Run pre-commit hooks to update other files
- run: |
- uv pip install pre-commit
- pre-commit run --all || true
- if: steps.status.outputs.dirty == 'true'
- - name: Create PR
- run: |
- set -xeo pipefail
- git diff
- git config --global user.email "50266005+mne-bot@users.noreply.github.com"
- git config --global user.name "mne[bot]"
- git checkout -b spec_zero
- if [ -f doc/changes/dev/dependency.rst ]; then
- git add doc/changes/dev/dependency.rst # one new file, others changed
- fi
- git commit -am "mne[bot]: Update dependency specifiers"
- git push origin spec_zero
- PR_NUM=$(gh pr create --base main --head spec_zero --title "MAINT: Update dependency specifiers" --body "Created by spec_zero [GitHub action](https://github.com/mne-tools/mne-python/actions/runs/${{ github.run_id }}).
*Adjustments may need to be made to shims in \`mne/fixes.py\` and elswhere in this or another PR. \`make -C tools/dev dep\` is a good starting point for finding potential updates.*")
- echo "Opened https://github.com/mne-tools/mne-python/pull/${PR_NUM}" >> $GITHUB_STEP_SUMMARY
+ - name: Show diff
+ run: git diff -- ':!pylock.ci-old.toml'
if: steps.status.outputs.dirty == 'true'
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 7f04a6858b5..f83d9ed35d3 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -149,7 +149,11 @@ jobs:
- run: bash ./tools/github_actions_verify_python.sh "${{ matrix.python }}"
- run: bash ./tools/github_actions_dependencies.sh
timeout-minutes: 10
- - run: python ./tools/github_actions_check_old_env.py
+ - name: Run MNE-Tools action
+ uses: tsbinns/mne-tools/actions/check-environment@add_tools
+ with:
+ project-root: ${{ github.workspace }}
+ groups: lockfile_extras
if: matrix.kind == 'old'
# Minimal commands on Linux (macOS stalls)
- uses: actions/cache@v5.0.5
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 68213b504d5..dc4664df57b 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -64,15 +64,6 @@ repos:
- id: toml-sort-fix
files: pyproject.toml
- # dependencies
- - repo: local
- hooks:
- - id: update-env-file
- name: Copy dependency changes from pyproject.toml to environment.yml
- language: python
- entry: ./tools/hooks/update_environment_file.py
- files: '^(pyproject.toml|tools/hooks/update_environment_file.py)$'
-
# zizmor
- repo: https://github.com/woodruffw/zizmor-pre-commit
rev: v1.26.1
diff --git a/.yamllint.yml b/.yamllint.yml
index 3b8f96c0e53..50100964bfe 100644
--- a/.yamllint.yml
+++ b/.yamllint.yml
@@ -8,3 +8,5 @@ rules:
document-start: disable
new-lines:
type: platform
+ indentation:
+ indent-sequences: consistent
diff --git a/CITATION.cff b/CITATION.cff
index 545d0cf1c24..eee8830c54b 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -1,890 +1,917 @@
cff-version: 1.2.0
-title: "MNE-Python"
-message: "If you use this software, please cite both the software itself, and the paper listed in the preferred-citation field."
-version: 1.12.0
-date-released: "2026-04-07"
-commit: 3536d9228d226f6f701075e5ce0f69989457bf22
+title: MNE-Python
+message: If you use this software, please cite both the software itself, and the paper listed in the preferred-citation field.
+version: 1.13.0
+date-released: '2026-07-01'
+commit: 5f66c6e9f9102f0d7ec0bb051ef98bd71ed5a69f
doi: 10.5281/zenodo.592483
keywords:
- - MEG
- - magnetoencephalography
- - EEG
- - electroencephalography
- - fNIRS
- - "functional near-infrared spectroscopy"
- - iEEG
- - "intracranial EEG"
- - eCoG
- - electrocorticography
- - DBS
- - "deep brain stimulation"
+- brain
+- ECoG
+- EEG
+- fNIRS
+- MEG
+- neuroimaging
+- neuroscience
authors:
- - family-names: Larson
- given-names: Eric
- - family-names: Gramfort
- given-names: Alexandre
- - family-names: Engemann
- given-names: Denis A
- - family-names: Leppakangas
- given-names: Jaakko
- - family-names: Brodbeck
- given-names: Christian
- - family-names: Jas
- given-names: Mainak
- - family-names: Brooks
- given-names: Teon L
- - family-names: Sassenhagen
- given-names: Jona
- - family-names: McCloy
- given-names: Daniel
- - family-names: Luessi
- given-names: Martin
- - family-names: King
- given-names: Jean-Rémi
- - family-names: Höchenberger
- given-names: Richard
- - family-names: Brunner
- given-names: Clemens
- - family-names: Goj
- given-names: Roman
- - family-names: Favelier
- given-names: Guillaume
- - family-names: van Vliet
- given-names: Marijn
- - family-names: Wronkiewicz
- given-names: Mark
- - family-names: Appelhoff
- given-names: Stefan
- - family-names: Rockhill
- given-names: Alex
- - family-names: Holdgraf
- given-names: Chris
- - family-names: Scheltienne
- given-names: Mathieu
- - family-names: Massich
- given-names: Joan
- - family-names: Bekhti
- given-names: Yousra
- - family-names: Leggitt
- given-names: Alan
- - family-names: Dykstra
- given-names: Andrew
- - family-names: Trachel
- given-names: Romain
- - family-names: Luke
- given-names: Robert
- - family-names: De Santis
- given-names: Lorenzo
- - family-names: Panda
- given-names: Asish
- - family-names: Magnuski
- given-names: Mikołaj
- - family-names: Westner
- given-names: Britta
- - family-names: Wakeman
- given-names: Dan G
- - family-names: Strohmeier
- given-names: Daniel
- - family-names: Bharadwaj
- given-names: Hari
- - family-names: Linzen
- given-names: Tal
- - family-names: Barachant
- given-names: Alexandre
- - family-names: Ruzich
- given-names: Emily
- - family-names: Huberty
- given-names: Scott
- - family-names: Bailey
- given-names: Christopher J
- - family-names: Li
- given-names: Adam
- - family-names: Moutard
- given-names: Clément
- - family-names: Bloy
- given-names: Luke
- - family-names: Raimondo
- given-names: Fede
- - family-names: Nurminen
- given-names: Jussi
- - family-names: Billinger
- given-names: Martin
- - family-names: Montoya
- given-names: Jair
- - family-names: Woodman
- given-names: Marmaduke
- - family-names: Binns
- given-names: Thomas S
- - family-names: Lee
- given-names: Ingoo
- - family-names: Schulz
- given-names: Martin
- - family-names: Foti
- given-names: Nick
- - family-names: Nangini
- given-names: Cathy
- - family-names: García Alanis
- given-names: José C
- - family-names: Orfanos
- given-names: Dimitri Papadopoulos
- - family-names: Hauk
- given-names: Olaf
- - family-names: Maddox
- given-names: Ross
- - family-names: LaPlante
- given-names: Roan
- - family-names: Drew
- given-names: Ashley
- - family-names: Dinh
- given-names: Christoph
- - family-names: Dumas
- given-names: Guillaume
- - name: Martin
- - family-names: Benerradi
- given-names: Johann
- - family-names: Hartmann
- given-names: Thomas
- - family-names: Ort
- given-names: Eduard
- - family-names: Billinger
- given-names: Martin
- - family-names: Pasler
- given-names: Paul
- - family-names: Repplinger
- given-names: Stefan
- - family-names: Rudiuk
- given-names: Alexander
- - family-names: Radanovic
- given-names: Ana
- - family-names: Buran
- given-names: Brad
- - family-names: Woessner
- given-names: Jacob
- - family-names: Massias
- given-names: Mathurin
- - family-names: Hämäläinen
- given-names: Matti
- - family-names: Sripad
- given-names: Praveen
- - family-names: Kern
- given-names: Simon
- - family-names: Chirkov
- given-names: Valerii
- - family-names: Mullins
- given-names: Christopher
- - family-names: Raimundo
- given-names: Félix
- - family-names: Belonosov
- given-names: Gennadiy
- - family-names: Kaneda
- given-names: Michiru
- - family-names: Alday
- given-names: Phillip
- - family-names: Pari
- given-names: Ram
- - family-names: Kornblith
- given-names: Simon
- - family-names: Halchenko
- given-names: Yaroslav
- - family-names: Luo
- given-names: Yu-Han
- - family-names: Gramfort
- given-names: Alexandre
- - family-names: Mahor
- given-names: Himanshu
- - family-names: Kasper
- given-names: Johannes
- - family-names: Doelling
- given-names: Keith
- - family-names: Jensen
- given-names: Mads
- - family-names: Ruuskanen
- given-names: Santeri
- - family-names: Gahlot
- given-names: Tanay
- - family-names: Nunes
- given-names: Adonay
- - family-names: Yadav
- given-names: Aniket Singh
- - family-names: Gütlin
- given-names: Dirk
- - family-names: Heinila
- given-names: Erkka
- - family-names: Armeni
- given-names: Kristijan
- - name: kjs
- - family-names: Weinstein
- given-names: Alejandro
- - family-names: Aristimunha
- given-names: Bruno
- - family-names: Lamus
- given-names: Camilo
- - family-names: Galván
- given-names: Catalina María
- - family-names: Moënne-Loccoz
- given-names: Cristóbal
- - family-names: Altukhov
- given-names: Dmitrii
- - family-names: Peterson
- given-names: Erica
- - family-names: Bhat
- given-names: Famous Raj
- - family-names: Hanna
- given-names: Jevri
- - family-names: Houck
- given-names: Jon
- - family-names: Straube
- given-names: Michael
- - family-names: Klein
- given-names: Natalie
- - family-names: Roujansky
- given-names: Paul
- - family-names: Luke
- given-names: Rob
- - family-names: Férat
- given-names: Victor
- - family-names: Rantala
- given-names: Antti
- - family-names: Maess
- given-names: Burkhard
- - family-names: Forster
- given-names: Carina
- - family-names: O'Reilly
- given-names: Christian
- - family-names: Welke
- given-names: Dominik
- - family-names: Welke
- given-names: Dominik
- - family-names: Budhiraja
- given-names: Hansuja
- - family-names: Kolkhorst
- given-names: Henrich
- - family-names: Banville
- given-names: Hubert
- - family-names: Zhang
- given-names: Jack
- - family-names: Maksymenko
- given-names: Kostiantyn
- - family-names: Clarke
- given-names: Maggie
- - family-names: Anelli
- given-names: Matteo
- - family-names: Chapochnikov
- given-names: Nikolai
- - family-names: Bannier
- given-names: Pierre-Antoine
- - family-names: Khandelwal
- given-names: Pragnya
- - family-names: Choudhary
- given-names: Saket
- - family-names: Kim
- given-names: Cora
- - family-names: Klotzsche
- given-names: Felix
- - family-names: Wong
- given-names: Fu-Te
- - family-names: Abdelhedi
- given-names: Hamza
- - family-names: Kojcic
- given-names: Ivana
- - family-names: Nielsen
- given-names: Jesper Duemose
- - family-names: Lankinen
- given-names: Kaisu
- - family-names: Tabavi
- given-names: Kambiz
- - family-names: Thibault
- given-names: Louis
- - family-names: Gerster
- given-names: Moritz
- - family-names: Alibou
- given-names: Nabil
- - family-names: Gayraud
- given-names: Nathalie
- - family-names: Ward
- given-names: Nick
- - family-names: Chu
- given-names: Qian
- - family-names: Herbst
- given-names: Sophie
- - family-names: Ma
- given-names: Tom
- - family-names: Radanovic
- given-names: Ana
- - family-names: Quinn
- given-names: Andrew
- - family-names: Gauthier
- given-names: Antoine
- - family-names: Pinsard
- given-names: Basile
- - family-names: Stephen
- given-names: Emily
- - family-names: Hornberger
- given-names: Erik
- - family-names: Hathaway
- given-names: Evan
- - family-names: Kalenkovich
- given-names: Evgenii
- - family-names: Mamashli
- given-names: Fahimeh
- - family-names: O'Neill
- given-names: George
- - family-names: Marinato
- given-names: Giorgio
- - family-names: Anevar
- given-names: Hafeza
- - family-names: Sosulski
- given-names: Jan
- - family-names: Stout
- given-names: Jeff
- - family-names: Herforth
- given-names: Johannes
- - family-names: Calder-Travis
- given-names: Joshua
- - family-names: Zhu
- given-names: Judy D
- - family-names: Eisenman
- given-names: Larry
- - family-names: Esch
- given-names: Lorenz
- - family-names: Dovgialo
- given-names: Marian
- - family-names: Barascud
- given-names: Nicolas
- - family-names: Legrand
- given-names: Nicolas
- - family-names: Kapralov
- given-names: Nikolai
- - family-names: Molfese
- given-names: Peter J
- - family-names: Falach
- given-names: Rotem
- - family-names: Deslauriers-Gauthier
- given-names: Samuel
- - family-names: Cotroneo
- given-names: Silvia
- - family-names: Matindi
- given-names: Steve
- - family-names: Bierer
- given-names: Steven
- - family-names: Papadopoulo
- given-names: Theodore
- - family-names: Binns
- given-names: Thomas Samuel
- - family-names: Stenner
- given-names: Tristan
- - family-names: Pentamaraju
- given-names: Varun Kasyap
- - family-names: Peterson
- given-names: Victoria
- - family-names: Baratz
- given-names: Zvi
- - family-names: Tonin
- given-names: Alessandro
- - family-names: Kovrig
- given-names: Alexander
- - family-names: Srivastava
- given-names: Aman
- - family-names: Pascarella
- given-names: Annalisa
- - family-names: Karekal
- given-names: Apoorva
- - family-names: de la Torre
- given-names: Carlos
- - family-names: Gohil
- given-names: Chetan
- - family-names: Zhao
- given-names: Christina
- - family-names: Krzemiński
- given-names: Dominik
- - family-names: Makowski
- given-names: Dominique
- - family-names: Mikulan
- given-names: Ezequiel
- - family-names: Hofer
- given-names: Florian
- - family-names: Ritz
- given-names: Harrison
- - family-names: Schiratti
- given-names: Jean-Baptiste
- - family-names: Evans
- given-names: Jen
- - family-names: Veillette
- given-names: John
- - family-names: Drew
- given-names: Jordan
- - family-names: Teves
- given-names: Joshua
- - family-names: Mathewson
- given-names: Kyle
- - family-names: Gwilliams
- given-names: Laura
- - family-names: Lementec
- given-names: Laurent
- - family-names: Varghese
- given-names: Lenny
- - family-names: Hamilton
- given-names: Liberty
- - family-names: Gemein
- given-names: Lukas
- - family-names: Hecker
- given-names: Lukas
- - name: Lx37
- - family-names: van Es
- given-names: Mats
- - family-names: Boggess
- given-names: Matt
- - family-names: Eberlein
- given-names: Matthias
- - family-names: Žák
- given-names: Michal
- - family-names: Sherif
- given-names: Mohamed
- - family-names: Kozhemiako
- given-names: Nataliia
- - family-names: Srinivasan
- given-names: Naveen
- - family-names: Wilming
- given-names: Niklas
- - family-names: Kozynets
- given-names: Oleh
- - family-names: Ablin
- given-names: Pierre
- - family-names: Das
- given-names: Proloy
- - family-names: Bertrand
- given-names: Quentin
- - family-names: Shoorangiz
- given-names: Reza
- - family-names: Scholz
- given-names: Richard
- - family-names: Hübner
- given-names: Rodrigo
- - family-names: Sommariva
- given-names: Sara
- - family-names: Er
- given-names: Sena
- - family-names: Khan
- given-names: Sheraz
- - family-names: Datta
- given-names: Sumalyo
- - family-names: Donoghue
- given-names: Thomas
- - family-names: Jochmann
- given-names: Thomas
- - family-names: Merk
- given-names: Timon
- - family-names: Flak
- given-names: Tod
- - family-names: Dupré la Tour
- given-names: Tom
- - family-names: NessAiver
- given-names: Tziona
- - name: akshay0724
- - name: sviter
- - family-names: Earle-Richardson
- given-names: Aaron
- - family-names: Hindle
- given-names: Abram
- - family-names: Koutsou
- given-names: Achilleas
- - family-names: Fecker
- given-names: Adeline
- - family-names: Wagner
- given-names: Adina
- - family-names: Yadav
- given-names: Akhilesh S
- - family-names: Ciok
- given-names: Alex
- - family-names: Lepauvre
- given-names: Alex
- - family-names: Kiefer
- given-names: Alexander
- - family-names: Gilbert
- given-names: Andy
- - family-names: Pradhan
- given-names: Aniket
- - family-names: Padee
- given-names: Anna
- - family-names: Dubarry
- given-names: Anne-Sophie
- - family-names: Collas
- given-names: Antoine
- - family-names: Waniek
- given-names: Anton Nikolas
- - family-names: Singhal
- given-names: Archit
- - family-names: Rokem
- given-names: Ariel
- - family-names: Pelzer
- given-names: Arne
- - family-names: Hurst
- given-names: Austin
- - family-names: Jin
- given-names: Beige Jerry
- - family-names: Beasley
- given-names: Ben
- - family-names: Ehinger
- given-names: Benedikt
- - family-names: Nicenboim
- given-names: Bruno
- - family-names: de la Torre
- given-names: Carlos
- - family-names: Clauss
- given-names: Christian
- - family-names: Mista
- given-names: Christian
- - family-names: Kechris
- given-names: Christodoulos
- - family-names: Huber-Huber
- given-names: Christoph
- - family-names: Li
- given-names: Chun-Hui
- - family-names: Braboszcz
- given-names: Claire
- - family-names: Schad
- given-names: Daniel C
- - family-names: Hasegan
- given-names: Daniel
- - family-names: Tse
- given-names: Daniel
- - family-names: Sleiter
- given-names: Darin Erat
- - family-names: Haslacher
- given-names: David
- - family-names: Sabbagh
- given-names: David
- - family-names: Kostas
- given-names: Demetres
- - family-names: Petkova
- given-names: Desislava
- - family-names: Issagaliyeva
- given-names: Dinara
- - family-names: Das
- given-names: Diptyajit
- - family-names: Wetzel
- given-names: Dominik
- - family-names: Eich
- given-names: Eberhard
- - family-names: DuPre
- given-names: Elizabeth
- - family-names: Lau
- given-names: Ellen
- - family-names: Olivetti
- given-names: Emanuele
- - family-names: Zhang
- given-names: Emma
- - family-names: Ferdman
- given-names: Emmanuel
- - family-names: Çelik
- given-names: Emrecan
- - family-names: Varano
- given-names: Enrico
- - family-names: Altamiranda
- given-names: Enzo
- - family-names: Brayet
- given-names: Eric
- - family-names: de Montalivet
- given-names: Etienne
- - family-names: Goldstein
- given-names: Evgeny
- - family-names: Mamashli
- given-names: Fahimeh
- - family-names: Negahbani
- given-names: Farzin
- - family-names: Zamberlan
- given-names: Federico
- - family-names: Pop
- given-names: Florin
- - family-names: Weber
- given-names: Frederik D
- - family-names: Tan
- given-names: Gansheng
- - family-names: Brookshire
- given-names: Geoff
- - family-names: O'Neill
- given-names: George
- - name: Giulio
- - family-names: Lopinti
- given-names: Gnaneswar
- - family-names: Reina
- given-names: Gonzalo
- - family-names: Maymandi
- given-names: Hamid
- - family-names: Arzoo
- given-names: Hasrat Ali
- - family-names: Sonntag
- given-names: Hermann
- - family-names: Ye
- given-names: Hongjiang
- - family-names: Shin
- given-names: Hyonyoung
- - family-names: Elmas
- given-names: Hüseyin Orkun
- - family-names: AZZ
- given-names: Ilian
- - family-names: Machairas
- given-names: Ilias
- - family-names: Zubarev
- given-names: Ivan
- - family-names: de Jong
- given-names: Ivo
- - family-names: Phelan
- given-names: Jacob
- - family-names: Kaczmarzyk
- given-names: Jakub
- - family-names: Zerfowski
- given-names: Jan
- - family-names: van den Bosch
- given-names: Jasper J F
- - family-names: Van Der Donckt
- given-names: Jeroen
- - family-names: van der Meer
- given-names: Johan
- - family-names: Niediek
- given-names: Johannes
- - family-names: Koen
- given-names: Josh
- - family-names: Bear
- given-names: Joshua J
- - family-names: Dammers
- given-names: Juergen
- - family-names: Galán
- given-names: Julia Guiomar Niso
- - family-names: Welzel
- given-names: Julius
- - family-names: Slama
- given-names: Katarina
- - family-names: Al-Amir
- given-names: Katia
- - family-names: Leinweber
- given-names: Katrin
- - family-names: Robbins
- given-names: Kay
- - family-names: Tsilimparis
- given-names: Konstantinos
- - family-names: Grabot
- given-names: Laetitia
- - family-names: Andersen
- given-names: Lau Møller
- - family-names: Almeida
- given-names: Leonardo Rochael
- - family-names: Barbosa
- given-names: Leonardo S
- - family-names: Alfine
- given-names: Lorenzo
- - family-names: Hejtmánek
- given-names: Lukáš
- - family-names: Balatsko
- given-names: Maksym
- - family-names: Kitzbichler
- given-names: Manfred
- - family-names: Kumar
- given-names: Manoj
- - family-names: Kadwani
- given-names: Manorama
- - family-names: Sutela
- given-names: Manu
- - family-names: Koculak
- given-names: Marcin
- - family-names: Henney
- given-names: Mark
- - family-names: BaBer
- given-names: Martin
- - family-names: Oberg
- given-names: Martin
- - family-names: van Harmelen
- given-names: Martin
- - family-names: Scheltienne
- given-names: Mathieu
- - family-names: Courtemanche
- given-names: Matt
- - family-names: Tucker
- given-names: Matt
- - family-names: Visconti di Oleggio Castello
- given-names: Matteo
- - family-names: Dold
- given-names: Matthias
- - family-names: Toivonen
- given-names: Matti
- - family-names: Shader
- given-names: Maureen
- - family-names: Cespedes
- given-names: Mauricio
- - family-names: Yayli
- given-names: Melih
- - family-names: Krause
- given-names: Michael
- - family-names: Rybář
- given-names: Milan
- - family-names: He
- given-names: Mingjian
- - family-names: Daneshzand
- given-names: Mohammad
- - name: Mojackhak
- - family-names: B
- given-names: Natneal
- - family-names: Fourcaud-Trocmé
- given-names: Nicolas
- - family-names: Gensollen
- given-names: Nicolas
- - family-names: Proulx
- given-names: Nicole
- - family-names: Focke
- given-names: Niels
- - family-names: Chalas
- given-names: Nikolas
- - family-names: Markowitz
- given-names: Noah
- - family-names: Shubi
- given-names: Omer
- - family-names: Mainar
- given-names: Pablo
- - family-names: Sundaram
- given-names: Padma
- - family-names: Anders
- given-names: Paul
- - family-names: Silva
- given-names: Pedro
- - family-names: Guetschel
- given-names: Pierre
- - family-names: Li
- given-names: Quanliang
- - family-names: Barthélemy
- given-names: Quentin
- - family-names: Nadkarni
- given-names: Rahul
- - family-names: Gatti
- given-names: Ramiro
- - family-names: Apariciogarcia
- given-names: Ramonapariciog
- - family-names: Aagaard
- given-names: Rasmus
- - family-names: Nasri
- given-names: Reza
- - family-names: Koehler
- given-names: Richard
- - family-names: Stargardsky
- given-names: Riessarius
- - family-names: Oostenveld
- given-names: Robert
- - family-names: Seymour
- given-names: Robert
- - family-names: Schirrmeister
- given-names: Robin Tibor
- - family-names: Jin
- given-names: Rongfei
- - family-names: Wieske
- given-names: Roy Eric
- - family-names: Law
- given-names: Ryan
- - family-names: Pai
- given-names: Sagun
- - family-names: Perry
- given-names: Sam
- - family-names: Louviot
- given-names: Samuel
- - family-names: Martínez
- given-names: Santi
- - family-names: Saha
- given-names: Sawradip
- - family-names: Mathot
- given-names: Sebastiaan
- - family-names: Jentschke
- given-names: Sebastian
- - family-names: Major
- given-names: Sebastian
- - family-names: Treguer
- given-names: Sebastien
- - family-names: Castaño
- given-names: Sebastián
- - family-names: Deng
- given-names: Senwen
- - family-names: Antopolskiy
- given-names: Sergey
- - family-names: Shirazi
- given-names: Seyed (Yahya)
- - family-names: Keshari
- given-names: Shresth
- - family-names: Baral
- given-names: Shristi
- - family-names: Baral
- given-names: Shristi
- - family-names: Bhale
- given-names: Shruti
- - family-names: Wong
- given-names: Simeon
- - family-names: Wong
- given-names: Simeon
- - family-names: Hofmann
- given-names: Simon M
- - family-names: Poil
- given-names: Simon-Shlomo
- - family-names: Foslien
- given-names: Sondre
- - family-names: Singh
- given-names: Sourav
- - family-names: Chivukula
- given-names: Srivarsha
- - family-names: Chambon
- given-names: Stanislas
- - family-names: Magnússon
- given-names: Steinn Hauser
- - family-names: Bethard
- given-names: Steven
- - family-names: Gutstein
- given-names: Steven M
- - family-names: Meyer
- given-names: Svea Marie
- - family-names: Wang
- given-names: T
- - family-names: Fehervari
- given-names: Tamas
- - family-names: Taivainen
- given-names: Teemu
- - family-names: Jayawardana
- given-names: Tharupahan
- - family-names: Caswell
- given-names: Thomas A
- - family-names: Moreau
- given-names: Thomas
- - family-names: Radman
- given-names: Thomas
- - family-names: Gates
- given-names: Timothy
- - family-names: Stone
- given-names: Tom
- - family-names: Clausner
- given-names: Tommy
- - family-names: Anijärv
- given-names: Toomas Erik
- - family-names: Kumaravel
- given-names: Velu Prabhakar
- - family-names: Xu
- given-names: Wei
- - family-names: Turner
- given-names: Will
- - family-names: Zuazo
- given-names: Xabier de
- - family-names: Xia
- given-names: Xiaokai
- - family-names: Zuo
- given-names: Yiping
- - family-names: Shen
- given-names: Yixiao
- - family-names: Truong
- given-names: Young
- - family-names: Zhang
- given-names: Zhi
- - family-names: ZENG
- given-names: Ziyi
- - name: btkcodedev
- - name: buildqa
- - name: luzpaz
- - name: user27182
+- family-names: Larson
+ given-names: Eric
+- family-names: Gramfort
+ given-names: Alexandre
+- family-names: Engemann
+ given-names: Denis A
+- family-names: Leppakangas
+ given-names: Jaakko
+- family-names: Brodbeck
+ given-names: Christian
+- family-names: Jas
+ given-names: Mainak
+- family-names: Brooks
+ given-names: Teon L
+- family-names: Sassenhagen
+ given-names: Jona
+- family-names: McCloy
+ given-names: Daniel
+- family-names: Luessi
+ given-names: Martin
+- family-names: King
+ given-names: Jean-Rémi
+- family-names: Höchenberger
+ given-names: Richard
+- family-names: Brunner
+ given-names: Clemens
+- family-names: Goj
+ given-names: Roman
+- family-names: Favelier
+ given-names: Guillaume
+- family-names: van Vliet
+ given-names: Marijn
+- family-names: Wronkiewicz
+ given-names: Mark
+- family-names: Appelhoff
+ given-names: Stefan
+- family-names: Rockhill
+ given-names: Alex
+- family-names: Holdgraf
+ given-names: Chris
+- family-names: Scheltienne
+ given-names: Mathieu
+- family-names: Massich
+ given-names: Joan
+- family-names: Bekhti
+ given-names: Yousra
+- family-names: Leggitt
+ given-names: Alan
+- family-names: Dykstra
+ given-names: Andrew
+- family-names: Trachel
+ given-names: Romain
+- family-names: Luke
+ given-names: Robert
+- family-names: De Santis
+ given-names: Lorenzo
+- family-names: Panda
+ given-names: Asish
+- family-names: Magnuski
+ given-names: Mikołaj
+- family-names: Binns
+ given-names: Thomas S
+- family-names: Westner
+ given-names: Britta
+- family-names: Wakeman
+ given-names: Dan G
+- family-names: Strohmeier
+ given-names: Daniel
+- family-names: Bharadwaj
+ given-names: Hari
+- family-names: Linzen
+ given-names: Tal
+- family-names: Barachant
+ given-names: Alexandre
+- family-names: Ruzich
+ given-names: Emily
+- family-names: Huberty
+ given-names: Scott
+- family-names: Bailey
+ given-names: Christopher J
+- family-names: Li
+ given-names: Adam
+- family-names: Moutard
+ given-names: Clément
+- family-names: Bloy
+ given-names: Luke
+- family-names: Raimondo
+ given-names: Fede
+- family-names: Nurminen
+ given-names: Jussi
+- family-names: Billinger
+ given-names: Martin
+- family-names: Montoya
+ given-names: Jair
+- family-names: Woodman
+ given-names: Marmaduke
+- family-names: Lee
+ given-names: Ingoo
+- family-names: Schulz
+ given-names: Martin
+- family-names: Foti
+ given-names: Nick
+- family-names: Nangini
+ given-names: Cathy
+- family-names: García Alanis
+ given-names: José C
+- family-names: Orfanos
+ given-names: Dimitri Papadopoulos
+- family-names: Hauk
+ given-names: Olaf
+- family-names: Maddox
+ given-names: Ross
+- family-names: LaPlante
+ given-names: Roan
+- family-names: Drew
+ given-names: Ashley
+- family-names: Dinh
+ given-names: Christoph
+- family-names: Dumas
+ given-names: Guillaume
+- name: Martin
+- family-names: Khandelwal
+ given-names: Pragnya
+- family-names: Benerradi
+ given-names: Johann
+- family-names: Hartmann
+ given-names: Thomas
+- family-names: Ort
+ given-names: Eduard
+- family-names: Billinger
+ given-names: Martin
+- family-names: Pasler
+ given-names: Paul
+- family-names: Repplinger
+ given-names: Stefan
+- family-names: Rudiuk
+ given-names: Alexander
+- family-names: Radanovic
+ given-names: Ana
+- family-names: Yadav
+ given-names: Aniket Singh
+- family-names: Buran
+ given-names: Brad
+- family-names: Mahor
+ given-names: Himanshu
+- family-names: Woessner
+ given-names: Jacob
+- family-names: Massias
+ given-names: Mathurin
+- family-names: Hämäläinen
+ given-names: Matti
+- family-names: Sripad
+ given-names: Praveen
+- family-names: Kern
+ given-names: Simon
+- family-names: Chirkov
+ given-names: Valerii
+- family-names: Mullins
+ given-names: Christopher
+- family-names: Raimundo
+ given-names: Félix
+- family-names: Belonosov
+ given-names: Gennadiy
+- family-names: Kaneda
+ given-names: Michiru
+- family-names: Alday
+ given-names: Phillip
+- family-names: Pari
+ given-names: Ram
+- family-names: Kornblith
+ given-names: Simon
+- family-names: Halchenko
+ given-names: Yaroslav
+- family-names: Luo
+ given-names: Yu-Han
+- family-names: Gramfort
+ given-names: Alexandre
+- family-names: Bhat
+ given-names: Famous Raj
+- family-names: Kasper
+ given-names: Johannes
+- family-names: Doelling
+ given-names: Keith
+- family-names: Jensen
+ given-names: Mads
+- family-names: Ruuskanen
+ given-names: Santeri
+- family-names: Gahlot
+ given-names: Tanay
+- family-names: Nunes
+ given-names: Adonay
+- family-names: Aristimunha
+ given-names: Bruno
+- family-names: Forster
+ given-names: Carina
+- family-names: Gütlin
+ given-names: Dirk
+- family-names: Heinila
+ given-names: Erkka
+- family-names: Armeni
+ given-names: Kristijan
+- family-names: Straube
+ given-names: Michael
+- name: kjs
+- family-names: Weinstein
+ given-names: Alejandro
+- family-names: Lamus
+ given-names: Camilo
+- family-names: Galván
+ given-names: Catalina María
+- family-names: Moënne-Loccoz
+ given-names: Cristóbal
+- family-names: Altukhov
+ given-names: Dmitrii
+- family-names: Peterson
+ given-names: Erica
+- family-names: Hanna
+ given-names: Jevri
+- family-names: Houck
+ given-names: Jon
+- family-names: Klein
+ given-names: Natalie
+- family-names: Roujansky
+ given-names: Paul
+- family-names: Luke
+ given-names: Rob
+- family-names: Férat
+ given-names: Victor
+- family-names: Rantala
+ given-names: Antti
+- family-names: Maess
+ given-names: Burkhard
+- family-names: O'Reilly
+ given-names: Christian
+- family-names: Welke
+ given-names: Dominik
+- family-names: Welke
+ given-names: Dominik
+- family-names: Budhiraja
+ given-names: Hansuja
+- family-names: Kolkhorst
+ given-names: Henrich
+- family-names: Banville
+ given-names: Hubert
+- family-names: Zhang
+ given-names: Jack
+- family-names: Maksymenko
+ given-names: Kostiantyn
+- family-names: Clarke
+ given-names: Maggie
+- family-names: Anelli
+ given-names: Matteo
+- family-names: Chapochnikov
+ given-names: Nikolai
+- family-names: Bannier
+ given-names: Pierre-Antoine
+- family-names: Choudhary
+ given-names: Saket
+- family-names: Ma
+ given-names: Tom
+- family-names: Kim
+ given-names: Cora
+- family-names: Klotzsche
+ given-names: Felix
+- family-names: Wong
+ given-names: Fu-Te
+- family-names: Abdelhedi
+ given-names: Hamza
+- family-names: Kojcic
+ given-names: Ivana
+- family-names: Nielsen
+ given-names: Jesper Duemose
+- family-names: Lankinen
+ given-names: Kaisu
+- family-names: Tabavi
+ given-names: Kambiz
+- family-names: Thibault
+ given-names: Louis
+- family-names: Gerster
+ given-names: Moritz
+- family-names: Alibou
+ given-names: Nabil
+- family-names: Gayraud
+ given-names: Nathalie
+- family-names: Ward
+ given-names: Nick
+- family-names: Kapralov
+ given-names: Nikolai
+- family-names: Chu
+ given-names: Qian
+- family-names: Herbst
+ given-names: Sophie
+- family-names: Srivastava
+ given-names: Aman
+- family-names: Radanovic
+ given-names: Ana
+- family-names: Quinn
+ given-names: Andrew
+- family-names: Gauthier
+ given-names: Antoine
+- family-names: Pinsard
+ given-names: Basile
+- family-names: Stephen
+ given-names: Emily
+- family-names: Hornberger
+ given-names: Erik
+- family-names: Hathaway
+ given-names: Evan
+- family-names: Kalenkovich
+ given-names: Evgenii
+- family-names: Mamashli
+ given-names: Fahimeh
+- family-names: O'Neill
+ given-names: George
+- family-names: Marinato
+ given-names: Giorgio
+- family-names: Anevar
+ given-names: Hafeza
+- family-names: Sosulski
+ given-names: Jan
+- family-names: Stout
+ given-names: Jeff
+- family-names: Herforth
+ given-names: Johannes
+- family-names: Calder-Travis
+ given-names: Joshua
+- family-names: Zhu
+ given-names: Judy D
+- family-names: Eisenman
+ given-names: Larry
+- family-names: Esch
+ given-names: Lorenz
+- family-names: Dovgialo
+ given-names: Marian
+- family-names: Barascud
+ given-names: Nicolas
+- family-names: Legrand
+ given-names: Nicolas
+- name: Payam
+- family-names: Molfese
+ given-names: Peter J
+- family-names: Falach
+ given-names: Rotem
+- family-names: Deslauriers-Gauthier
+ given-names: Samuel
+- family-names: Cotroneo
+ given-names: Silvia
+- family-names: Matindi
+ given-names: Steve
+- family-names: Bierer
+ given-names: Steven
+- family-names: Papadopoulo
+ given-names: Theodore
+- family-names: Binns
+ given-names: Thomas Samuel
+- family-names: Stenner
+ given-names: Tristan
+- family-names: Pentamaraju
+ given-names: Varun Kasyap
+- family-names: Peterson
+ given-names: Victoria
+- family-names: Baratz
+ given-names: Zvi
+- family-names: M
+ given-names: ATHISH
+- family-names: Tonin
+ given-names: Alessandro
+- family-names: Kovrig
+ given-names: Alexander
+- family-names: Pascarella
+ given-names: Annalisa
+- family-names: Karekal
+ given-names: Apoorva
+- family-names: de la Torre
+ given-names: Carlos
+- family-names: Gohil
+ given-names: Chetan
+- family-names: Zhao
+ given-names: Christina
+- family-names: Krzemiński
+ given-names: Dominik
+- family-names: Makowski
+ given-names: Dominique
+- family-names: Mikulan
+ given-names: Ezequiel
+- family-names: Hofer
+ given-names: Florian
+- family-names: Ritz
+ given-names: Harrison
+- family-names: Schiratti
+ given-names: Jean-Baptiste
+- family-names: Evans
+ given-names: Jen
+- family-names: Veillette
+ given-names: John
+- family-names: Drew
+ given-names: Jordan
+- family-names: Teves
+ given-names: Joshua
+- family-names: Mäkelä
+ given-names: Kalle
+- family-names: Mathewson
+ given-names: Kyle
+- family-names: Gwilliams
+ given-names: Laura
+- family-names: Lementec
+ given-names: Laurent
+- family-names: Varghese
+ given-names: Lenny
+- family-names: Hamilton
+ given-names: Liberty
+- name: Lifeng
+- family-names: Gemein
+ given-names: Lukas
+- family-names: Hecker
+ given-names: Lukas
+- name: Lx37
+- family-names: Oberg
+ given-names: Martin
+- family-names: van Es
+ given-names: Mats
+- family-names: Boggess
+ given-names: Matt
+- family-names: Eberlein
+ given-names: Matthias
+- family-names: Žák
+ given-names: Michal
+- family-names: Sherif
+ given-names: Mohamed
+- family-names: Kozhemiako
+ given-names: Nataliia
+- family-names: Srinivasan
+ given-names: Naveen
+- family-names: Wilming
+ given-names: Niklas
+- family-names: Kozynets
+ given-names: Oleh
+- family-names: Ablin
+ given-names: Pierre
+- family-names: Das
+ given-names: Proloy
+- family-names: Bertrand
+ given-names: Quentin
+- family-names: Shoorangiz
+ given-names: Reza
+- family-names: Scholz
+ given-names: Richard
+- family-names: Hübner
+ given-names: Rodrigo
+- family-names: Sommariva
+ given-names: Sara
+- family-names: Er
+ given-names: Sena
+- family-names: Khan
+ given-names: Sheraz
+- family-names: Datta
+ given-names: Sumalyo
+- family-names: Donoghue
+ given-names: Thomas
+- family-names: Jochmann
+ given-names: Thomas
+- family-names: Merk
+ given-names: Timon
+- family-names: Flak
+ given-names: Tod
+- family-names: Dupré la Tour
+ given-names: Tom
+- family-names: NessAiver
+ given-names: Tziona
+- name: akshay0724
+- name: sviter
+- family-names: Earle-Richardson
+ given-names: Aaron
+- family-names: Hindle
+ given-names: Abram
+- family-names: Koutsou
+ given-names: Achilleas
+- family-names: Fecker
+ given-names: Adeline
+- family-names: Wagner
+ given-names: Adina
+- family-names: Yadav
+ given-names: Akhilesh S
+- family-names: Ciok
+ given-names: Alex
+- family-names: Lepauvre
+ given-names: Alex
+- family-names: Kiefer
+ given-names: Alexander
+- family-names: Gilbert
+ given-names: Andy
+- family-names: Pradhan
+ given-names: Aniket
+- family-names: Padee
+ given-names: Anna
+- family-names: Dubarry
+ given-names: Anne-Sophie
+- family-names: Collas
+ given-names: Antoine
+- family-names: Waniek
+ given-names: Anton Nikolas
+- family-names: Verma
+ given-names: Apoorva
+- family-names: Singhal
+ given-names: Archit
+- family-names: Rokem
+ given-names: Ariel
+- family-names: Pelzer
+ given-names: Arne
+- family-names: Hurst
+ given-names: Austin
+- family-names: Satodiya
+ given-names: Ayushi
+- name: Baris
+- family-names: Jin
+ given-names: Beige Jerry
+- family-names: Beasley
+ given-names: Ben
+- family-names: Tang
+ given-names: Ben
+- family-names: Ehinger
+ given-names: Benedikt
+- family-names: Kowshik
+ given-names: Bhargav
+- family-names: Nicenboim
+ given-names: Bruno
+- family-names: de la Torre
+ given-names: Carlos
+- family-names: Conday
+ given-names: Cedric
+- family-names: Clauss
+ given-names: Christian
+- family-names: Mista
+ given-names: Christian
+- family-names: Kechris
+ given-names: Christodoulos
+- family-names: Huber-Huber
+ given-names: Christoph
+- family-names: Li
+ given-names: Chun-Hui
+- family-names: Braboszcz
+ given-names: Claire
+- family-names: Schad
+ given-names: Daniel C
+- family-names: Hasegan
+ given-names: Daniel
+- family-names: Tse
+ given-names: Daniel
+- family-names: Sleiter
+ given-names: Darin Erat
+- family-names: Haslacher
+ given-names: David
+- family-names: Sabbagh
+ given-names: David
+- name: Deep
+- family-names: Kostas
+ given-names: Demetres
+- family-names: Petkova
+ given-names: Desislava
+- family-names: Issagaliyeva
+ given-names: Dinara
+- family-names: Das
+ given-names: Diptyajit
+- family-names: Wetzel
+ given-names: Dominik
+- family-names: Eich
+ given-names: Eberhard
+- family-names: DuPre
+ given-names: Elizabeth
+- family-names: Lau
+ given-names: Ellen
+- family-names: Olivetti
+ given-names: Emanuele
+- family-names: Zhang
+ given-names: Emma
+- family-names: Ferdman
+ given-names: Emmanuel
+- family-names: Çelik
+ given-names: Emrecan
+- family-names: Varano
+ given-names: Enrico
+- family-names: Altamiranda
+ given-names: Enzo
+- family-names: Brayet
+ given-names: Eric
+- family-names: de Montalivet
+ given-names: Etienne
+- family-names: Goldstein
+ given-names: Evgeny
+- family-names: Mamashli
+ given-names: Fahimeh
+- family-names: Negahbani
+ given-names: Farzin
+- family-names: Zamberlan
+ given-names: Federico
+- family-names: Pop
+ given-names: Florin
+- family-names: Weber
+ given-names: Frederik D
+- family-names: Tan
+ given-names: Gansheng
+- family-names: Brookshire
+ given-names: Geoff
+- family-names: O'Neill
+ given-names: George
+- name: Giulio
+- family-names: Lopinti
+ given-names: Gnaneswar
+- family-names: Reina
+ given-names: Gonzalo
+- family-names: Maymandi
+ given-names: Hamid
+- family-names: Arzoo
+ given-names: Hasrat Ali
+- family-names: Sonntag
+ given-names: Hermann
+- family-names: Ye
+ given-names: Hongjiang
+- family-names: Shin
+ given-names: Hyonyoung
+- family-names: Elmas
+ given-names: Hüseyin Orkun
+- family-names: AZZ
+ given-names: Ilian
+- family-names: Machairas
+ given-names: Ilias
+- family-names: Zubarev
+ given-names: Ivan
+- family-names: de Jong
+ given-names: Ivo
+- family-names: Phelan
+ given-names: Jacob
+- family-names: Kaczmarzyk
+ given-names: Jakub
+- family-names: Zerfowski
+ given-names: Jan
+- family-names: van den Bosch
+ given-names: Jasper J F
+- family-names: Van Der Donckt
+ given-names: Jeroen
+- family-names: van der Meer
+ given-names: Johan
+- family-names: Niediek
+ given-names: Johannes
+- family-names: Mago
+ given-names: Jonas
+- family-names: Koen
+ given-names: Josh
+- family-names: Bear
+ given-names: Joshua J
+- family-names: Dammers
+ given-names: Juergen
+- family-names: Galán
+ given-names: Julia Guiomar Niso
+- family-names: Dubois
+ given-names: Julien
+- family-names: Welzel
+ given-names: Julius
+- family-names: Slama
+ given-names: Katarina
+- family-names: Al-Amir
+ given-names: Katia
+- family-names: Leinweber
+ given-names: Katrin
+- family-names: Robbins
+ given-names: Kay
+- family-names: Tsilimparis
+ given-names: Konstantinos
+- family-names: Grabot
+ given-names: Laetitia
+- family-names: Andersen
+ given-names: Lau Møller
+- family-names: Almeida
+ given-names: Leonardo Rochael
+- family-names: Barbosa
+ given-names: Leonardo S
+- family-names: Alfine
+ given-names: Lorenzo
+- family-names: Hejtmánek
+ given-names: Lukáš
+- family-names: Balatsko
+ given-names: Maksym
+- family-names: Kitzbichler
+ given-names: Manfred
+- family-names: Kumar
+ given-names: Manoj
+- family-names: Kadwani
+ given-names: Manorama
+- family-names: Sutela
+ given-names: Manu
+- family-names: Koculak
+ given-names: Marcin
+- family-names: Henney
+ given-names: Mark
+- family-names: BaBer
+ given-names: Martin
+- family-names: van Harmelen
+ given-names: Martin
+- family-names: Sablé-Meyer
+ given-names: Mathias
+- family-names: Scheltienne
+ given-names: Mathieu
+- family-names: Courtemanche
+ given-names: Matt
+- family-names: Tucker
+ given-names: Matt
+- family-names: Visconti di Oleggio Castello
+ given-names: Matteo
+- family-names: Dold
+ given-names: Matthias
+- family-names: Toivonen
+ given-names: Matti
+- family-names: Shader
+ given-names: Maureen
+- family-names: Cespedes
+ given-names: Mauricio
+- family-names: Yayli
+ given-names: Melih
+- family-names: Krause
+ given-names: Michael
+- family-names: Rybář
+ given-names: Milan
+- family-names: He
+ given-names: Mingjian
+- family-names: Daneshzand
+ given-names: Mohammad
+- name: Mojackhak
+- family-names: B
+ given-names: Natneal
+- family-names: Fourcaud-Trocmé
+ given-names: Nicolas
+- family-names: Gensollen
+ given-names: Nicolas
+- family-names: Proulx
+ given-names: Nicole
+- family-names: Focke
+ given-names: Niels
+- family-names: Chalas
+ given-names: Nikolas
+- family-names: Markowitz
+ given-names: Noah
+- family-names: Shubi
+ given-names: Omer
+- family-names: Mainar
+ given-names: Pablo
+- family-names: Sundaram
+ given-names: Padma
+- family-names: Anders
+ given-names: Paul
+- family-names: Popov
+ given-names: Pavel
+- family-names: Silva
+ given-names: Pedro
+- family-names: Guetschel
+ given-names: Pierre
+- family-names: Li
+ given-names: Quanliang
+- family-names: Barthélemy
+ given-names: Quentin
+- family-names: Nadkarni
+ given-names: Rahul
+- family-names: Gatti
+ given-names: Ramiro
+- family-names: Apariciogarcia
+ given-names: Ramonapariciog
+- family-names: Aagaard
+ given-names: Rasmus
+- family-names: Nasri
+ given-names: Reza
+- family-names: Koehler
+ given-names: Richard
+- family-names: Stargardsky
+ given-names: Riessarius
+- family-names: Oostenveld
+ given-names: Robert
+- family-names: Seymour
+ given-names: Robert
+- family-names: Schirrmeister
+ given-names: Robin Tibor
+- family-names: Jin
+ given-names: Rongfei
+- family-names: Wieske
+ given-names: Roy Eric
+- family-names: Law
+ given-names: Ryan
+- family-names: Pai
+ given-names: Sagun
+- family-names: Perry
+ given-names: Sam
+- family-names: Louviot
+ given-names: Samuel
+- family-names: Martínez
+ given-names: Santi
+- family-names: Saha
+ given-names: Sawradip
+- family-names: Mathot
+ given-names: Sebastiaan
+- family-names: Jentschke
+ given-names: Sebastian
+- family-names: Major
+ given-names: Sebastian
+- family-names: Treguer
+ given-names: Sebastien
+- family-names: Castaño
+ given-names: Sebastián
+- family-names: Deng
+ given-names: Senwen
+- family-names: Antopolskiy
+ given-names: Sergey
+- family-names: Bashford
+ given-names: Seth
+- family-names: Shirazi
+ given-names: Seyed (Yahya)
+- family-names: Keshari
+ given-names: Shresth
+- family-names: Baral
+ given-names: Shristi
+- family-names: Baral
+ given-names: Shristi
+- family-names: Bhale
+ given-names: Shruti
+- family-names: Wong
+ given-names: Simeon
+- family-names: Wong
+ given-names: Simeon
+- family-names: Hofmann
+ given-names: Simon M
+- family-names: Poil
+ given-names: Simon-Shlomo
+- family-names: Foslien
+ given-names: Sondre
+- family-names: Singh
+ given-names: Sourav
+- family-names: Chivukula
+ given-names: Srivarsha
+- family-names: Chambon
+ given-names: Stanislas
+- family-names: Magnússon
+ given-names: Steinn Hauser
+- family-names: Bethard
+ given-names: Steven
+- family-names: Gutstein
+ given-names: Steven M
+- family-names: Meyer
+ given-names: Svea Marie
+- family-names: Wang
+ given-names: T
+- family-names: Fehervari
+ given-names: Tamas
+- family-names: Taivainen
+ given-names: Teemu
+- family-names: Jayawardana
+ given-names: Tharupahan
+- family-names: Caswell
+ given-names: Thomas A
+- family-names: Moreau
+ given-names: Thomas
+- family-names: Radman
+ given-names: Thomas
+- family-names: Gates
+ given-names: Timothy
+- family-names: Stone
+ given-names: Tom
+- family-names: Clausner
+ given-names: Tommy
+- family-names: Anijärv
+ given-names: Toomas Erik
+- family-names: Kumaravel
+ given-names: Velu Prabhakar
+- family-names: Gao
+ given-names: Vincent
+- family-names: Xu
+ given-names: Wei
+- family-names: Turner
+ given-names: Will
+- family-names: Zuazo
+ given-names: Xabier de
+- family-names: Xia
+ given-names: Xiaokai
+- family-names: Zuo
+ given-names: Yiping
+- family-names: Shen
+ given-names: Yixiao
+- family-names: Truong
+ given-names: Young
+- family-names: Zhang
+ given-names: Zhi
+- family-names: ZENG
+ given-names: Ziyi
+- name: btkcodedev
+- name: buildqa
+- name: luzpaz
+- name: pjdurka
+- name: tcastillo
+- name: user27182
preferred-citation:
- title: "MEG and EEG Data Analysis with MNE-Python"
- journal: "Frontiers in Neuroscience"
+ title: MEG and EEG Data Analysis with MNE-Python
+ journal: Frontiers in Neuroscience
type: article
year: 2013
volume: 7
@@ -893,25 +920,25 @@ preferred-citation:
end: 13
doi: 10.3389/fnins.2013.00267
authors:
- - family-names: Gramfort
- given-names: Alexandre
- - family-names: Luessi
- given-names: Martin
- - family-names: Larson
- given-names: Eric
- - family-names: Engemann
- given-names: Denis A.
- - family-names: Strohmeier
- given-names: Daniel
- - family-names: Brodbeck
- given-names: Christian
- - family-names: Goj
- given-names: Roman
- - family-names: Jas
- given-names: Mainak
- - family-names: Brooks
- given-names: Teon
- - family-names: Parkkonen
- given-names: Lauri
- - family-names: Hämäläinen
- given-names: Matti S.
+ - family-names: Gramfort
+ given-names: Alexandre
+ - family-names: Luessi
+ given-names: Martin
+ - family-names: Larson
+ given-names: Eric
+ - family-names: Engemann
+ given-names: Denis A.
+ - family-names: Strohmeier
+ given-names: Daniel
+ - family-names: Brodbeck
+ given-names: Christian
+ - family-names: Goj
+ given-names: Roman
+ - family-names: Jas
+ given-names: Mainak
+ - family-names: Brooks
+ given-names: Teon
+ - family-names: Parkkonen
+ given-names: Lauri
+ - family-names: Hämäläinen
+ given-names: Matti S.
diff --git a/codemeta.json b/codemeta.json
index 732f9cfe51e..1455d524bb6 100644
--- a/codemeta.json
+++ b/codemeta.json
@@ -5,43 +5,39 @@
"codeRepository": "git+https://github.com/mne-tools/mne-python.git",
"dateCreated": "2010-12-26",
"datePublished": "2014-08-04",
- "dateModified": "2026-04-07",
- "downloadUrl": "https://github.com/mne-tools/mne-python/archive/v1.12.0.zip",
+ "dateModified": "2026-07-03",
+ "downloadUrl": "https://github.com/mne-tools/mne-python/archive/v1.13.0.zip",
"issueTracker": "https://github.com/mne-tools/mne-python/issues",
"name": "MNE-Python",
- "version": "1.12.0",
- "description": "MNE-Python is an open-source Python package for exploring, visualizing, and analyzing human neurophysiological data. It provides methods for data input/output, preprocessing, visualization, source estimation, time-frequency analysis, connectivity analysis, machine learning, and statistics.",
+ "version": "1.13.0",
+ "description": "MNE-Python project for MEG and EEG data analysis.",
"applicationCategory": "Neuroscience",
"developmentStatus": "active",
- "referencePublication": "https://doi.org/10.3389/fnins.2013.00267",
+ "referencePublication": "10.3389/fnins.2013.00267",
"keywords": [
- "MEG",
- "magnetoencephalography",
+ "brain",
+ "ECoG",
"EEG",
- "electroencephalography",
"fNIRS",
- "functional near-infrared spectroscopy",
- "iEEG",
- "intracranial EEG",
- "eCoG",
- "electrocorticography",
- "DBS",
- "deep brain stimulation"
+ "MEG",
+ "neuroimaging",
+ "neuroscience"
],
"programmingLanguage": [
"Python"
],
"operatingSystem": [
- "Linux",
- "Windows",
- "macOS"
+ "MacOS",
+ "POSIX",
+ "Unix",
+ "Windows"
],
"softwareRequirements": [
- "python>= 3.10",
+ "python >= 3.10",
"decorator >= 5.1",
"jinja2 >= 3.1",
"lazy_loader >= 0.3",
- "matplotlib >= 3.8",
+ "matplotlib >= 3.9",
"numpy >= 1.26, < 3",
"packaging",
"pooch >= 1.5",
@@ -50,2626 +46,2740 @@
],
"author": [
{
- "@type":"Person",
- "email":"larson.eric.d@gmail.com",
- "givenName":"Eric",
- "familyName": "Larson"
+ "@type": "Person",
+ "email": "larson.eric.d@gmail.com",
+ "givenName": "Eric",
+ "familyName": "Larson"
+ },
+ {
+ "@type": "Person",
+ "email": "alexandre.gramfort@inria.fr",
+ "givenName": "Alexandre",
+ "familyName": "Gramfort"
+ },
+ {
+ "@type": "Person",
+ "email": "denis.engemann@gmail.com",
+ "givenName": "Denis A",
+ "familyName": "Engemann"
+ },
+ {
+ "@type": "Person",
+ "email": "jaeilepp@gmail.com",
+ "givenName": "Jaakko",
+ "familyName": "Leppakangas"
+ },
+ {
+ "@type": "Person",
+ "email": "christianmbrodbeck@gmail.com",
+ "givenName": "Christian",
+ "familyName": "Brodbeck"
+ },
+ {
+ "@type": "Person",
+ "email": "mainakjas@gmail.com",
+ "givenName": "Mainak",
+ "familyName": "Jas"
+ },
+ {
+ "@type": "Person",
+ "email": "teon.brooks@gmail.com",
+ "givenName": "Teon L",
+ "familyName": "Brooks"
+ },
+ {
+ "@type": "Person",
+ "email": "jona.sassenhagen@gmail.com",
+ "givenName": "Jona",
+ "familyName": "Sassenhagen"
+ },
+ {
+ "@type": "Person",
+ "email": "dan@mccloy.info",
+ "givenName": "Daniel",
+ "familyName": "McCloy"
+ },
+ {
+ "@type": "Person",
+ "email": "mluessi@nmr.mgh.harvard.edu",
+ "givenName": "Martin",
+ "familyName": "Luessi"
+ },
+ {
+ "@type": "Person",
+ "email": "jeanremi.king+github@gmail.com",
+ "givenName": "Jean-R\u00e9mi",
+ "familyName": "King"
+ },
+ {
+ "@type": "Person",
+ "email": "richard.hoechenberger@gmail.com",
+ "givenName": "Richard",
+ "familyName": "H\u00f6chenberger"
+ },
+ {
+ "@type": "Person",
+ "email": "clemens.brunner@gmail.com",
+ "givenName": "Clemens",
+ "familyName": "Brunner"
+ },
+ {
+ "@type": "Person",
+ "email": "roman.goj@gmail.com",
+ "givenName": "Roman",
+ "familyName": "Goj"
+ },
+ {
+ "@type": "Person",
+ "email": "guillaume.favelier@gmail.com",
+ "givenName": "Guillaume",
+ "familyName": "Favelier"
+ },
+ {
+ "@type": "Person",
+ "email": "w.m.vanvliet@gmail.com",
+ "givenName": "Marijn",
+ "familyName": "van Vliet"
+ },
+ {
+ "@type": "Person",
+ "email": "wronk.mark@gmail.com",
+ "givenName": "Mark",
+ "familyName": "Wronkiewicz"
+ },
+ {
+ "@type": "Person",
+ "email": "stefan.appelhoff@mailbox.org",
+ "givenName": "Stefan",
+ "familyName": "Appelhoff"
+ },
+ {
+ "@type": "Person",
+ "email": "aprockhill206@gmail.com",
+ "givenName": "Alex",
+ "familyName": "Rockhill"
+ },
+ {
+ "@type": "Person",
+ "email": "choldgraf@gmail.com",
+ "givenName": "Chris",
+ "familyName": "Holdgraf"
},
{
- "@type":"Person",
- "email":"alexandre.gramfort@inria.fr",
- "givenName":"Alexandre",
- "familyName": "Gramfort"
+ "@type": "Person",
+ "email": "mathieu.scheltienne@gmail.com",
+ "givenName": "Mathieu",
+ "familyName": "Scheltienne"
},
{
- "@type":"Person",
- "email":"denis.engemann@gmail.com",
- "givenName":"Denis A",
- "familyName": "Engemann"
+ "@type": "Person",
+ "email": "mailsik@gmail.com",
+ "givenName": "Joan",
+ "familyName": "Massich"
},
{
- "@type":"Person",
- "email":"jaeilepp@gmail.com",
- "givenName":"Jaakko",
- "familyName": "Leppakangas"
+ "@type": "Person",
+ "email": "yousra.bekhti@gmail.com",
+ "givenName": "Yousra",
+ "familyName": "Bekhti"
},
{
- "@type":"Person",
- "email":"christianmbrodbeck@gmail.com",
- "givenName":"Christian",
- "familyName": "Brodbeck"
+ "@type": "Person",
+ "email": "leggitta3@gmail.com",
+ "givenName": "Alan",
+ "familyName": "Leggitt"
},
{
- "@type":"Person",
- "email":"mainakjas@gmail.com",
- "givenName":"Mainak",
- "familyName": "Jas"
+ "@type": "Person",
+ "email": "andrew.r.dykstra@gmail.com",
+ "givenName": "Andrew",
+ "familyName": "Dykstra"
},
{
- "@type":"Person",
- "email":"teon.brooks@gmail.com",
- "givenName":"Teon L",
- "familyName": "Brooks"
+ "@type": "Person",
+ "email": "t.s.binns@outlook.com",
+ "givenName": "Thomas S",
+ "familyName": "Binns"
},
{
- "@type":"Person",
- "email":"jona.sassenhagen@gmail.com",
- "givenName":"Jona",
- "familyName": "Sassenhagen"
+ "@type": "Person",
+ "email": "romain.trachel@inria.fr",
+ "givenName": "Romain",
+ "familyName": "Trachel"
},
{
- "@type":"Person",
- "email":"dan@mccloy.info",
- "givenName":"Daniel",
- "familyName": "McCloy"
+ "@type": "Person",
+ "email": "code@robertluke.net",
+ "givenName": "Robert",
+ "familyName": "Luke"
},
{
- "@type":"Person",
- "email":"mluessi@nmr.mgh.harvard.edu",
- "givenName":"Martin",
- "familyName": "Luessi"
+ "@type": "Person",
+ "email": "desantis.lnz@gmail.com",
+ "givenName": "Lorenzo",
+ "familyName": "De Santis"
},
{
- "@type":"Person",
- "email":"jeanremi.king+github@gmail.com",
- "givenName":"Jean-Rémi",
- "familyName": "King"
+ "@type": "Person",
+ "email": "asishrocks95@gmail.com",
+ "givenName": "Asish",
+ "familyName": "Panda"
},
{
- "@type":"Person",
- "email":"richard.hoechenberger@gmail.com",
- "givenName":"Richard",
- "familyName": "Höchenberger"
+ "@type": "Person",
+ "email": "mmagnuski@swps.edu.pl",
+ "givenName": "Miko\u0142aj",
+ "familyName": "Magnuski"
},
{
- "@type":"Person",
- "email":"clemens.brunner@gmail.com",
- "givenName":"Clemens",
- "familyName": "Brunner"
+ "@type": "Person",
+ "email": "britta.wstnr@gmail.com",
+ "givenName": "Britta",
+ "familyName": "Westner"
},
{
- "@type":"Person",
- "email":"roman.goj@gmail.com",
- "givenName":"Roman",
- "familyName": "Goj"
+ "@type": "Person",
+ "email": "dgwakeman@gmail.com",
+ "givenName": "Dan G",
+ "familyName": "Wakeman"
},
{
- "@type":"Person",
- "email":"guillaume.favelier@gmail.com",
- "givenName":"Guillaume",
- "familyName": "Favelier"
+ "@type": "Person",
+ "email": "daniel.strohmeier@googlemail.com",
+ "givenName": "Daniel",
+ "familyName": "Strohmeier"
},
{
- "@type":"Person",
- "email":"w.m.vanvliet@gmail.com",
- "givenName":"Marijn",
- "familyName": "van Vliet"
+ "@type": "Person",
+ "email": "hari@nmr.mgh.harvard.edu",
+ "givenName": "Hari",
+ "familyName": "Bharadwaj"
},
{
- "@type":"Person",
- "email":"wronk.mark@gmail.com",
- "givenName":"Mark",
- "familyName": "Wronkiewicz"
+ "@type": "Person",
+ "email": "tal.linzen@gmail.com",
+ "givenName": "Tal",
+ "familyName": "Linzen"
},
{
- "@type":"Person",
- "email":"stefan.appelhoff@mailbox.org",
- "givenName":"Stefan",
- "familyName": "Appelhoff"
+ "@type": "Person",
+ "email": "alexandre.barachant@gmail.com",
+ "givenName": "Alexandre",
+ "familyName": "Barachant"
},
{
- "@type":"Person",
- "email":"aprockhill206@gmail.com",
- "givenName":"Alex",
- "familyName": "Rockhill"
+ "@type": "Person",
+ "email": "emilyr@nmr.mgh.harvard.edu",
+ "givenName": "Emily",
+ "familyName": "Ruzich"
},
{
- "@type":"Person",
- "email":"choldgraf@gmail.com",
- "givenName":"Chris",
- "familyName": "Holdgraf"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Scott",
+ "familyName": "Huberty"
},
{
- "@type":"Person",
- "email":"mathieu.scheltienne@gmail.com",
- "givenName":"Mathieu",
- "familyName": "Scheltienne"
+ "@type": "Person",
+ "email": "bailey.cj@gmail.com",
+ "givenName": "Christopher J",
+ "familyName": "Bailey"
},
{
- "@type":"Person",
- "email":"mailsik@gmail.com",
- "givenName":"Joan",
- "familyName": "Massich"
+ "@type": "Person",
+ "email": "adam2392@gmail.com",
+ "givenName": "Adam",
+ "familyName": "Li"
},
{
- "@type":"Person",
- "email":"yousra.bekhti@gmail.com",
- "givenName":"Yousra",
- "familyName": "Bekhti"
+ "@type": "Person",
+ "email": "clement.moutard@gmail.com",
+ "givenName": "Cl\u00e9ment",
+ "familyName": "Moutard"
},
{
- "@type":"Person",
- "email":"leggitta3@gmail.com",
- "givenName":"Alan",
- "familyName": "Leggitt"
+ "@type": "Person",
+ "email": "luke.bloy@gmail.com",
+ "givenName": "Luke",
+ "familyName": "Bloy"
},
{
- "@type":"Person",
- "email":"andrew.r.dykstra@gmail.com",
- "givenName":"Andrew",
- "familyName": "Dykstra"
+ "@type": "Person",
+ "email": "federaimondo@gmail.com",
+ "givenName": "Fede",
+ "familyName": "Raimondo"
},
{
- "@type":"Person",
- "email":"romain.trachel@inria.fr",
- "givenName":"Romain",
- "familyName": "Trachel"
+ "@type": "Person",
+ "email": "jnu@iki.fi",
+ "givenName": "Jussi",
+ "familyName": "Nurminen"
},
{
- "@type":"Person",
- "email":"code@robertluke.net",
- "givenName":"Robert",
- "familyName": "Luke"
+ "@type": "Person",
+ "email": "flKazemakase@gmail.com",
+ "givenName": "Martin",
+ "familyName": "Billinger"
},
{
- "@type":"Person",
- "email":"desantis.lnz@gmail.com",
- "givenName":"Lorenzo",
- "familyName": "De Santis"
+ "@type": "Person",
+ "email": "montoya.jair.m@gmail.com",
+ "givenName": "Jair",
+ "familyName": "Montoya"
},
{
- "@type":"Person",
- "email":"asishrocks95@gmail.com",
- "givenName":"Asish",
- "familyName": "Panda"
+ "@type": "Person",
+ "email": "mmwoodman@gmail.com",
+ "givenName": "Marmaduke",
+ "familyName": "Woodman"
},
{
- "@type":"Person",
- "email":"mmagnuski@swps.edu.pl",
- "givenName":"Mikołaj",
- "familyName": "Magnuski"
+ "@type": "Person",
+ "email": "dlsrnsladlek@naver.com",
+ "givenName": "Ingoo",
+ "familyName": "Lee"
},
{
- "@type":"Person",
- "email":"britta.wstnr@gmail.com",
- "givenName":"Britta",
- "familyName": "Westner"
+ "@type": "Person",
+ "email": "dev@mgschulz.de",
+ "givenName": "Martin",
+ "familyName": "Schulz"
},
{
- "@type":"Person",
- "email":"dgwakeman@gmail.com",
- "givenName":"Dan G",
- "familyName": "Wakeman"
+ "@type": "Person",
+ "email": "nfoti01@gmail.com",
+ "givenName": "Nick",
+ "familyName": "Foti"
},
{
- "@type":"Person",
- "email":"daniel.strohmeier@googlemail.com",
- "givenName":"Daniel",
- "familyName": "Strohmeier"
+ "@type": "Person",
+ "email": "cnangini@gmail.com",
+ "givenName": "Cathy",
+ "familyName": "Nangini"
},
{
- "@type":"Person",
- "email":"hari@nmr.mgh.harvard.edu",
- "givenName":"Hari",
- "familyName": "Bharadwaj"
+ "@type": "Person",
+ "email": "joialanisson@gmail.com",
+ "givenName": "Jos\u00e9 C",
+ "familyName": "Garc\u00eda Alanis"
},
{
- "@type":"Person",
- "email":"tal.linzen@gmail.com",
- "givenName":"Tal",
- "familyName": "Linzen"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Dimitri Papadopoulos",
+ "familyName": "Orfanos"
},
{
- "@type":"Person",
- "email":"alexandre.barachant@gmail.com",
- "givenName":"Alexandre",
- "familyName": "Barachant"
+ "@type": "Person",
+ "email": "olaf.hauk@mrc-cbu.cam.ac.uk",
+ "givenName": "Olaf",
+ "familyName": "Hauk"
},
{
- "@type":"Person",
- "email":"emilyr@nmr.mgh.harvard.edu",
- "givenName":"Emily",
- "familyName": "Ruzich"
+ "@type": "Person",
+ "email": "ross.maddox@rochester.edu",
+ "givenName": "Ross",
+ "familyName": "Maddox"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Scott",
- "familyName": "Huberty"
+ "@type": "Person",
+ "email": "aestrivex@gmail.com",
+ "givenName": "Roan",
+ "familyName": "LaPlante"
},
{
- "@type":"Person",
- "email":"bailey.cj@gmail.com",
- "givenName":"Christopher J",
- "familyName": "Bailey"
+ "@type": "Person",
+ "email": "ashdrew@uw.edu",
+ "givenName": "Ashley",
+ "familyName": "Drew"
},
{
- "@type":"Person",
- "email":"adam2392@gmail.com",
- "givenName":"Adam",
- "familyName": "Li"
+ "@type": "Person",
+ "email": "chdinh@nmr.mgh.harvard.edu",
+ "givenName": "Christoph",
+ "familyName": "Dinh"
},
{
- "@type":"Person",
- "email":"clement.moutard@gmail.com",
- "givenName":"Clément",
- "familyName": "Moutard"
+ "@type": "Person",
+ "email": "prag1704@gmail.com",
+ "givenName": "Pragnya",
+ "familyName": "Khandelwal"
},
{
- "@type":"Person",
- "email":"luke.bloy@gmail.com",
- "givenName":"Luke",
- "familyName": "Bloy"
+ "@type": "Person",
+ "email": "deep@introspection.eu",
+ "givenName": "Guillaume",
+ "familyName": "Dumas"
},
{
- "@type":"Person",
- "email":"federaimondo@gmail.com",
- "givenName":"Fede",
- "familyName": "Raimondo"
+ "@type": "Person",
+ "email": "martin.billinger@tugraz.at",
+ "givenName": "",
+ "familyName": "Martin"
},
{
- "@type":"Person",
- "email":"jnu@iki.fi",
- "givenName":"Jussi",
- "familyName": "Nurminen"
+ "@type": "Person",
+ "email": "johann.benerradi@gmail.com",
+ "givenName": "Johann",
+ "familyName": "Benerradi"
},
{
- "@type":"Person",
- "email":"flKazemakase@gmail.com",
- "givenName":"Martin",
- "familyName": "Billinger"
+ "@type": "Person",
+ "email": "thomas.hartmann@th-ht.de",
+ "givenName": "Thomas",
+ "familyName": "Hartmann"
},
{
- "@type":"Person",
- "email":"montoya.jair.m@gmail.com",
- "givenName":"Jair",
- "familyName": "Montoya"
+ "@type": "Person",
+ "email": "eduardxort@gmail.com",
+ "givenName": "Eduard",
+ "familyName": "Ort"
},
{
- "@type":"Person",
- "email":"mmwoodman@gmail.com",
- "givenName":"Marmaduke",
- "familyName": "Woodman"
+ "@type": "Person",
+ "email": "flkazemakase@gmail.com",
+ "givenName": "Martin",
+ "familyName": "Billinger"
},
{
- "@type":"Person",
- "email":"t.s.binns@outlook.com",
- "givenName":"Thomas S",
- "familyName": "Binns"
+ "@type": "Person",
+ "email": "paul@ppasler.de",
+ "givenName": "Paul",
+ "familyName": "Pasler"
},
{
- "@type":"Person",
- "email":"dlsrnsladlek@naver.com",
- "givenName":"Ingoo",
- "familyName": "Lee"
+ "@type": "Person",
+ "email": "stefan.repplinger@posteo.net",
+ "givenName": "Stefan",
+ "familyName": "Repplinger"
},
{
- "@type":"Person",
- "email":"dev@mgschulz.de",
- "givenName":"Martin",
- "familyName": "Schulz"
+ "@type": "Person",
+ "email": "alxanderr@gmail.com",
+ "givenName": "Alexander",
+ "familyName": "Rudiuk"
},
{
- "@type":"Person",
- "email":"nfoti01@gmail.com",
- "givenName":"Nick",
- "familyName": "Foti"
+ "@type": "Person",
+ "email": "anaradanovica@gmail.com",
+ "givenName": "Ana",
+ "familyName": "Radanovic"
},
{
- "@type":"Person",
- "email":"cnangini@gmail.com",
- "givenName":"Cathy",
- "familyName": "Nangini"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Aniket Singh",
+ "familyName": "Yadav"
},
{
- "@type":"Person",
- "email":"joialanisson@gmail.com",
- "givenName":"José C",
- "familyName": "García Alanis"
+ "@type": "Person",
+ "email": "bburan@galenea.com",
+ "givenName": "Brad",
+ "familyName": "Buran"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Dimitri Papadopoulos",
- "familyName": "Orfanos"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Himanshu",
+ "familyName": "Mahor"
},
{
- "@type":"Person",
- "email":"olaf.hauk@mrc-cbu.cam.ac.uk",
- "givenName":"Olaf",
- "familyName": "Hauk"
+ "@type": "Person",
+ "email": "Woessner.jacob@gmail.com",
+ "givenName": "Jacob",
+ "familyName": "Woessner"
},
{
- "@type":"Person",
- "email":"ross.maddox@rochester.edu",
- "givenName":"Ross",
- "familyName": "Maddox"
+ "@type": "Person",
+ "email": "mathurin.massias@gmail.com",
+ "givenName": "Mathurin",
+ "familyName": "Massias"
},
{
- "@type":"Person",
- "email":"aestrivex@gmail.com",
- "givenName":"Roan",
- "familyName": "LaPlante"
+ "@type": "Person",
+ "email": "msh@nmr.mgh.harvard.edu",
+ "givenName": "Matti",
+ "familyName": "H\u00e4m\u00e4l\u00e4inen"
},
{
- "@type":"Person",
- "email":"ashdrew@uw.edu",
- "givenName":"Ashley",
- "familyName": "Drew"
+ "@type": "Person",
+ "email": "pravsripad@gmail.com",
+ "givenName": "Praveen",
+ "familyName": "Sripad"
},
{
- "@type":"Person",
- "email":"chdinh@nmr.mgh.harvard.edu",
- "givenName":"Christoph",
- "familyName": "Dinh"
+ "@type": "Person",
+ "email": "simon.kern@online.de",
+ "givenName": "Simon",
+ "familyName": "Kern"
},
{
- "@type":"Person",
- "email":"deep@introspection.eu",
- "givenName":"Guillaume",
- "familyName": "Dumas"
+ "@type": "Person",
+ "email": "vagechirkov@gmail.com",
+ "givenName": "Valerii",
+ "familyName": "Chirkov"
},
{
- "@type":"Person",
- "email":"martin.billinger@tugraz.at",
- "givenName":"",
- "familyName": "Martin"
+ "@type": "Person",
+ "email": "christopherrmullins@gmail.com",
+ "givenName": "Christopher",
+ "familyName": "Mullins"
},
{
- "@type":"Person",
- "email":"johann.benerradi@gmail.com",
- "givenName":"Johann",
- "familyName": "Benerradi"
+ "@type": "Person",
+ "email": "gamaz3ps@gmail.com",
+ "givenName": "F\u00e9lix",
+ "familyName": "Raimundo"
},
{
- "@type":"Person",
- "email":"thomas.hartmann@th-ht.de",
- "givenName":"Thomas",
- "familyName": "Hartmann"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Gennadiy",
+ "familyName": "Belonosov"
},
{
- "@type":"Person",
- "email":"eduardxort@gmail.com",
- "givenName":"Eduard",
- "familyName": "Ort"
+ "@type": "Person",
+ "email": "rcmdnk@gmail.com",
+ "givenName": "Michiru",
+ "familyName": "Kaneda"
},
{
- "@type":"Person",
- "email":"flkazemakase@gmail.com",
- "givenName":"Martin",
- "familyName": "Billinger"
+ "@type": "Person",
+ "email": "phillip.alday@mpi.nl",
+ "givenName": "Phillip",
+ "familyName": "Alday"
},
{
- "@type":"Person",
- "email":"paul@ppasler.de",
- "givenName":"Paul",
- "familyName": "Pasler"
+ "@type": "Person",
+ "email": "ramsbam@gmail.com",
+ "givenName": "Ram",
+ "familyName": "Pari"
},
{
- "@type":"Person",
- "email":"stefan.repplinger@posteo.net",
- "givenName":"Stefan",
- "familyName": "Repplinger"
+ "@type": "Person",
+ "email": "simon@simonster.com",
+ "givenName": "Simon",
+ "familyName": "Kornblith"
},
{
- "@type":"Person",
- "email":"alxanderr@gmail.com",
- "givenName":"Alexander",
- "familyName": "Rudiuk"
+ "@type": "Person",
+ "email": "debian@onerussian.com",
+ "givenName": "Yaroslav",
+ "familyName": "Halchenko"
},
{
- "@type":"Person",
- "email":"anaradanovica@gmail.com",
- "givenName":"Ana",
- "familyName": "Radanovic"
+ "@type": "Person",
+ "email": "yuhanluo1994@gmail.com",
+ "givenName": "Yu-Han",
+ "familyName": "Luo"
},
{
- "@type":"Person",
- "email":"bburan@galenea.com",
- "givenName":"Brad",
- "familyName": "Buran"
+ "@type": "Person",
+ "email": "agramfort@fb.com",
+ "givenName": "Alexandre",
+ "familyName": "Gramfort"
},
{
- "@type":"Person",
- "email":"Woessner.jacob@gmail.com",
- "givenName":"Jacob",
- "familyName": "Woessner"
+ "@type": "Person",
+ "email": "famousrajbhatt@gmail.com",
+ "givenName": "Famous Raj",
+ "familyName": "Bhat"
},
{
- "@type":"Person",
- "email":"mathurin.massias@gmail.com",
- "givenName":"Mathurin",
- "familyName": "Massias"
+ "@type": "Person",
+ "email": "jeythekey@tutanota.com",
+ "givenName": "Johannes",
+ "familyName": "Kasper"
},
{
- "@type":"Person",
- "email":"msh@nmr.mgh.harvard.edu",
- "givenName":"Matti",
- "familyName": "Hämäläinen"
+ "@type": "Person",
+ "email": "kd889@nyu.edu",
+ "givenName": "Keith",
+ "familyName": "Doelling"
},
{
- "@type":"Person",
- "email":"pravsripad@gmail.com",
- "givenName":"Praveen",
- "familyName": "Sripad"
+ "@type": "Person",
+ "email": "mje.mads@gmail.com",
+ "givenName": "Mads",
+ "familyName": "Jensen"
},
{
- "@type":"Person",
- "email":"simon.kern@online.de",
- "givenName":"Simon",
- "familyName": "Kern"
+ "@type": "Person",
+ "email": "santeri.ruuskanen@aalto.fi",
+ "givenName": "Santeri",
+ "familyName": "Ruuskanen"
},
{
- "@type":"Person",
- "email":"vagechirkov@gmail.com",
- "givenName":"Valerii",
- "familyName": "Chirkov"
+ "@type": "Person",
+ "email": "tanaygahlot@gmail.com",
+ "givenName": "Tanay",
+ "familyName": "Gahlot"
},
{
- "@type":"Person",
- "email":"christopherrmullins@gmail.com",
- "givenName":"Christopher",
- "familyName": "Mullins"
+ "@type": "Person",
+ "email": "adonay.s.nunes@gmail.com",
+ "givenName": "Adonay",
+ "familyName": "Nunes"
},
{
- "@type":"Person",
- "email":"gamaz3ps@gmail.com",
- "givenName":"Félix",
- "familyName": "Raimundo"
+ "@type": "Person",
+ "email": "b.aristimunha@gmail.com",
+ "givenName": "Bruno",
+ "familyName": "Aristimunha"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Gennadiy",
- "familyName": "Belonosov"
+ "@type": "Person",
+ "email": "carinaforster0611@gmail.com",
+ "givenName": "Carina",
+ "familyName": "Forster"
},
{
- "@type":"Person",
- "email":"rcmdnk@gmail.com",
- "givenName":"Michiru",
- "familyName": "Kaneda"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Dirk",
+ "familyName": "G\u00fctlin"
},
{
- "@type":"Person",
- "email":"phillip.alday@mpi.nl",
- "givenName":"Phillip",
- "familyName": "Alday"
+ "@type": "Person",
+ "email": "erkkahe@gmail.com",
+ "givenName": "Erkka",
+ "familyName": "Heinila"
},
{
- "@type":"Person",
- "email":"ramsbam@gmail.com",
- "givenName":"Ram",
- "familyName": "Pari"
+ "@type": "Person",
+ "email": "kristijan.armeni@gmail.com",
+ "givenName": "Kristijan",
+ "familyName": "Armeni"
},
{
- "@type":"Person",
- "email":"simon@simonster.com",
- "givenName":"Simon",
- "familyName": "Kornblith"
+ "@type": "Person",
+ "email": "michael.straube.d@gmail.com",
+ "givenName": "Michael",
+ "familyName": "Straube"
},
{
- "@type":"Person",
- "email":"debian@onerussian.com",
- "givenName":"Yaroslav",
- "familyName": "Halchenko"
+ "@type": "Person",
+ "email": "kjs@llama",
+ "givenName": "",
+ "familyName": "kjs"
},
{
- "@type":"Person",
- "email":"yuhanluo1994@gmail.com",
- "givenName":"Yu-Han",
- "familyName": "Luo"
+ "@type": "Person",
+ "email": "alejandro.weinstein@gmail.com",
+ "givenName": "Alejandro",
+ "familyName": "Weinstein"
},
{
- "@type":"Person",
- "email":"agramfort@fb.com",
- "givenName":"Alexandre",
- "familyName": "Gramfort"
+ "@type": "Person",
+ "email": "camilo@neurostat.mit.edu",
+ "givenName": "Camilo",
+ "familyName": "Lamus"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Himanshu",
- "familyName": "Mahor"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Catalina Mar\u00eda",
+ "familyName": "Galv\u00e1n"
},
{
- "@type":"Person",
- "email":"jeythekey@tutanota.com",
- "givenName":"Johannes",
- "familyName": "Kasper"
+ "@type": "Person",
+ "email": "cmmoenne@gmail.com",
+ "givenName": "Crist\u00f3bal",
+ "familyName": "Mo\u00ebnne-Loccoz"
},
{
- "@type":"Person",
- "email":"kd889@nyu.edu",
- "givenName":"Keith",
- "familyName": "Doelling"
+ "@type": "Person",
+ "email": "dm.altukhov@ya.ru",
+ "givenName": "Dmitrii",
+ "familyName": "Altukhov"
},
{
- "@type":"Person",
- "email":"mje.mads@gmail.com",
- "givenName":"Mads",
- "familyName": "Jensen"
+ "@type": "Person",
+ "email": "nordme@uw.edu",
+ "givenName": "Erica",
+ "familyName": "Peterson"
},
{
- "@type":"Person",
- "email":"santeri.ruuskanen@aalto.fi",
- "givenName":"Santeri",
- "familyName": "Ruuskanen"
+ "@type": "Person",
+ "email": "jevri.hanna@gmail.com",
+ "givenName": "Jevri",
+ "familyName": "Hanna"
},
{
- "@type":"Person",
- "email":"tanaygahlot@gmail.com",
- "givenName":"Tanay",
- "familyName": "Gahlot"
+ "@type": "Person",
+ "email": "jon.houck@gmail.com",
+ "givenName": "Jon",
+ "familyName": "Houck"
},
{
- "@type":"Person",
- "email":"adonay.s.nunes@gmail.com",
- "givenName":"Adonay",
- "familyName": "Nunes"
+ "@type": "Person",
+ "email": "neklein@andrew.cmu.edu",
+ "givenName": "Natalie",
+ "familyName": "Klein"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Aniket Singh",
- "familyName": "Yadav"
+ "@type": "Person",
+ "email": "paul@roujansky.eu",
+ "givenName": "Paul",
+ "familyName": "Roujansky"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Dirk",
- "familyName": "Gütlin"
+ "@type": "Person",
+ "email": "code@robertluke.net",
+ "givenName": "Rob",
+ "familyName": "Luke"
},
{
- "@type":"Person",
- "email":"erkkahe@gmail.com",
- "givenName":"Erkka",
- "familyName": "Heinila"
+ "@type": "Person",
+ "email": "victor.ferat@live.Fr",
+ "givenName": "Victor",
+ "familyName": "F\u00e9rat"
},
{
- "@type":"Person",
- "email":"kristijan.armeni@gmail.com",
- "givenName":"Kristijan",
- "familyName": "Armeni"
+ "@type": "Person",
+ "email": "antti.rantala90@gmail.com",
+ "givenName": "Antti",
+ "familyName": "Rantala"
},
{
- "@type":"Person",
- "email":"kjs@llama",
- "givenName":"",
- "familyName": "kjs"
+ "@type": "Person",
+ "email": "burkhard.maess@arcor.de",
+ "givenName": "Burkhard",
+ "familyName": "Maess"
},
{
- "@type":"Person",
- "email":"alejandro.weinstein@gmail.com",
- "givenName":"Alejandro",
- "familyName": "Weinstein"
+ "@type": "Person",
+ "email": "christian.oreilly@gmail.com",
+ "givenName": "Christian",
+ "familyName": "O'Reilly"
},
{
- "@type":"Person",
- "email":"b.aristimunha@gmail.com",
- "givenName":"Bruno",
- "familyName": "Aristimunha"
+ "@type": "Person",
+ "email": "dominik.welke@ae.mpg.de",
+ "givenName": "Dominik",
+ "familyName": "Welke"
},
{
- "@type":"Person",
- "email":"camilo@neurostat.mit.edu",
- "givenName":"Camilo",
- "familyName": "Lamus"
+ "@type": "Person",
+ "email": "dominik.welke@web.de",
+ "givenName": "Dominik",
+ "familyName": "Welke"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Catalina María",
- "familyName": "Galván"
+ "@type": "Person",
+ "email": "hansujaigdtuwcseai@gmail.com",
+ "givenName": "Hansuja",
+ "familyName": "Budhiraja"
},
{
- "@type":"Person",
- "email":"cmmoenne@gmail.com",
- "givenName":"Cristóbal",
- "familyName": "Moënne-Loccoz"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Henrich",
+ "familyName": "Kolkhorst"
},
{
- "@type":"Person",
- "email":"dm.altukhov@ya.ru",
- "givenName":"Dmitrii",
- "familyName": "Altukhov"
+ "@type": "Person",
+ "email": "hubert.jbanville@gmail.com",
+ "givenName": "Hubert",
+ "familyName": "Banville"
},
{
- "@type":"Person",
- "email":"nordme@uw.edu",
- "givenName":"Erica",
- "familyName": "Peterson"
+ "@type": "Person",
+ "email": "zhangmengyu10@gmail.com",
+ "givenName": "Jack",
+ "familyName": "Zhang"
},
{
- "@type":"Person",
- "email":"famousrajbhatt@gmail.com",
- "givenName":"Famous Raj",
- "familyName": "Bhat"
+ "@type": "Person",
+ "email": "makkostya@ukr.net",
+ "givenName": "Kostiantyn",
+ "familyName": "Maksymenko"
},
{
- "@type":"Person",
- "email":"jevri.hanna@gmail.com",
- "givenName":"Jevri",
- "familyName": "Hanna"
+ "@type": "Person",
+ "email": "mdclarke@uw.edu",
+ "givenName": "Maggie",
+ "familyName": "Clarke"
},
{
- "@type":"Person",
- "email":"jon.houck@gmail.com",
- "givenName":"Jon",
- "familyName": "Houck"
+ "@type": "Person",
+ "email": "matteo.anelli@aalto.fi",
+ "givenName": "Matteo",
+ "familyName": "Anelli"
},
{
- "@type":"Person",
- "email":"michael.straube.d@gmail.com",
- "givenName":"Michael",
- "familyName": "Straube"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Nikolai",
+ "familyName": "Chapochnikov"
},
{
- "@type":"Person",
- "email":"neklein@andrew.cmu.edu",
- "givenName":"Natalie",
- "familyName": "Klein"
+ "@type": "Person",
+ "email": "pierreantoine.bannier@gmail.com",
+ "givenName": "Pierre-Antoine",
+ "familyName": "Bannier"
},
{
- "@type":"Person",
- "email":"paul@roujansky.eu",
- "givenName":"Paul",
- "familyName": "Roujansky"
+ "@type": "Person",
+ "email": "saketkc@gmail.com",
+ "givenName": "Saket",
+ "familyName": "Choudhary"
},
{
- "@type":"Person",
- "email":"code@robertluke.net",
- "givenName":"Rob",
- "familyName": "Luke"
+ "@type": "Person",
+ "email": "myd7349@gmail.com",
+ "givenName": "Tom",
+ "familyName": "Ma"
},
{
- "@type":"Person",
- "email":"victor.ferat@live.Fr",
- "givenName":"Victor",
- "familyName": "Férat"
+ "@type": "Person",
+ "email": "kimjico@gmail.com",
+ "givenName": "Cora",
+ "familyName": "Kim"
},
{
- "@type":"Person",
- "email":"antti.rantala90@gmail.com",
- "givenName":"Antti",
- "familyName": "Rantala"
+ "@type": "Person",
+ "email": "klotzsche@cbs.mpg.de",
+ "givenName": "Felix",
+ "familyName": "Klotzsche"
},
{
- "@type":"Person",
- "email":"burkhard.maess@arcor.de",
- "givenName":"Burkhard",
- "familyName": "Maess"
+ "@type": "Person",
+ "email": "zuxfoucault@gmail.com",
+ "givenName": "Fu-Te",
+ "familyName": "Wong"
},
{
- "@type":"Person",
- "email":"carinaforster0611@gmail.com",
- "givenName":"Carina",
- "familyName": "Forster"
+ "@type": "Person",
+ "email": "hamza.abdelhedii@gmail.com",
+ "givenName": "Hamza",
+ "familyName": "Abdelhedi"
},
{
- "@type":"Person",
- "email":"christian.oreilly@gmail.com",
- "givenName":"Christian",
- "familyName": "O'Reilly"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Ivana",
+ "familyName": "Kojcic"
},
{
- "@type":"Person",
- "email":"dominik.welke@ae.mpg.de",
- "givenName":"Dominik",
- "familyName": "Welke"
+ "@type": "Person",
+ "email": "jdue@dtu.dk",
+ "givenName": "Jesper Duemose",
+ "familyName": "Nielsen"
},
{
- "@type":"Person",
- "email":"dominik.welke@web.de",
- "givenName":"Dominik",
- "familyName": "Welke"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Kaisu",
+ "familyName": "Lankinen"
},
{
- "@type":"Person",
- "email":"hansujaigdtuwcseai@gmail.com",
- "givenName":"Hansuja",
- "familyName": "Budhiraja"
+ "@type": "Person",
+ "email": "ktavabi@gmail.com",
+ "givenName": "Kambiz",
+ "familyName": "Tabavi"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Henrich",
- "familyName": "Kolkhorst"
+ "@type": "Person",
+ "email": "louist87@gmail.com",
+ "givenName": "Louis",
+ "familyName": "Thibault"
},
{
- "@type":"Person",
- "email":"hubert.jbanville@gmail.com",
- "givenName":"Hubert",
- "familyName": "Banville"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Moritz",
+ "familyName": "Gerster"
},
{
- "@type":"Person",
- "email":"zhangmengyu10@gmail.com",
- "givenName":"Jack",
- "familyName": "Zhang"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Nabil",
+ "familyName": "Alibou"
},
{
- "@type":"Person",
- "email":"makkostya@ukr.net",
- "givenName":"Kostiantyn",
- "familyName": "Maksymenko"
+ "@type": "Person",
+ "email": "nathalie.gayraud@inria.fr",
+ "givenName": "Nathalie",
+ "familyName": "Gayraud"
},
{
- "@type":"Person",
- "email":"mdclarke@uw.edu",
- "givenName":"Maggie",
- "familyName": "Clarke"
+ "@type": "Person",
+ "email": "ward.nickjames@gmail.com",
+ "givenName": "Nick",
+ "familyName": "Ward"
},
{
- "@type":"Person",
- "email":"matteo.anelli@aalto.fi",
- "givenName":"Matteo",
- "familyName": "Anelli"
+ "@type": "Person",
+ "email": "4dvlup@gmail.com",
+ "givenName": "Nikolai",
+ "familyName": "Kapralov"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Nikolai",
- "familyName": "Chapochnikov"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Qian",
+ "familyName": "Chu"
},
{
- "@type":"Person",
- "email":"pierreantoine.bannier@gmail.com",
- "givenName":"Pierre-Antoine",
- "familyName": "Bannier"
+ "@type": "Person",
+ "email": "ksherbst@gmail.com",
+ "givenName": "Sophie",
+ "familyName": "Herbst"
},
{
- "@type":"Person",
- "email":"prag1704@gmail.com",
- "givenName":"Pragnya",
- "familyName": "Khandelwal"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Aman",
+ "familyName": "Srivastava"
},
{
- "@type":"Person",
- "email":"saketkc@gmail.com",
- "givenName":"Saket",
- "familyName": "Choudhary"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Ana",
+ "familyName": "Radanovic"
},
{
- "@type":"Person",
- "email":"kimjico@gmail.com",
- "givenName":"Cora",
- "familyName": "Kim"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Andrew",
+ "familyName": "Quinn"
},
{
- "@type":"Person",
- "email":"klotzsche@cbs.mpg.de",
- "givenName":"Felix",
- "familyName": "Klotzsche"
+ "@type": "Person",
+ "email": "antoine.gauthier@ensta.fr",
+ "givenName": "Antoine",
+ "familyName": "Gauthier"
},
{
- "@type":"Person",
- "email":"zuxfoucault@gmail.com",
- "givenName":"Fu-Te",
- "familyName": "Wong"
+ "@type": "Person",
+ "email": "basile.pinsard@umontreal.ca",
+ "givenName": "Basile",
+ "familyName": "Pinsard"
},
{
- "@type":"Person",
- "email":"hamza.abdelhedii@gmail.com",
- "givenName":"Hamza",
- "familyName": "Abdelhedi"
+ "@type": "Person",
+ "email": "emilyps14@gmail.com",
+ "givenName": "Emily",
+ "familyName": "Stephen"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Ivana",
- "familyName": "Kojcic"
+ "@type": "Person",
+ "email": "erik.hornberger@shi-g.com",
+ "givenName": "Erik",
+ "familyName": "Hornberger"
},
{
- "@type":"Person",
- "email":"jdue@dtu.dk",
- "givenName":"Jesper Duemose",
- "familyName": "Nielsen"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Evan",
+ "familyName": "Hathaway"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Kaisu",
- "familyName": "Lankinen"
+ "@type": "Person",
+ "email": "e.kalenkovich@gmail.com",
+ "givenName": "Evgenii",
+ "familyName": "Kalenkovich"
},
{
- "@type":"Person",
- "email":"ktavabi@gmail.com",
- "givenName":"Kambiz",
- "familyName": "Tabavi"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Fahimeh",
+ "familyName": "Mamashli"
},
{
- "@type":"Person",
- "email":"louist87@gmail.com",
- "givenName":"Louis",
- "familyName": "Thibault"
+ "@type": "Person",
+ "email": "g.o'neill@ucl.ac.uk",
+ "givenName": "George",
+ "familyName": "O'Neill"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Moritz",
- "familyName": "Gerster"
+ "@type": "Person",
+ "email": "giorgio.marinato@unitn.it",
+ "givenName": "Giorgio",
+ "familyName": "Marinato"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Nabil",
- "familyName": "Alibou"
+ "@type": "Person",
+ "email": "hafiza.taj@gmail.com",
+ "givenName": "Hafeza",
+ "familyName": "Anevar"
},
{
- "@type":"Person",
- "email":"nathalie.gayraud@inria.fr",
- "givenName":"Nathalie",
- "familyName": "Gayraud"
+ "@type": "Person",
+ "email": "mail@jan-sosulski.de",
+ "givenName": "Jan",
+ "familyName": "Sosulski"
},
{
- "@type":"Person",
- "email":"ward.nickjames@gmail.com",
- "givenName":"Nick",
- "familyName": "Ward"
+ "@type": "Person",
+ "email": "stoutjd@nih.gov",
+ "givenName": "Jeff",
+ "familyName": "Stout"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Qian",
- "familyName": "Chu"
+ "@type": "Person",
+ "email": "johannes@herforth.net",
+ "givenName": "Johannes",
+ "familyName": "Herforth"
},
{
- "@type":"Person",
- "email":"ksherbst@gmail.com",
- "givenName":"Sophie",
- "familyName": "Herbst"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Joshua",
+ "familyName": "Calder-Travis"
},
{
- "@type":"Person",
- "email":"myd7349@gmail.com",
- "givenName":"Tom",
- "familyName": "Ma"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Judy D",
+ "familyName": "Zhu"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Ana",
- "familyName": "Radanovic"
+ "@type": "Person",
+ "email": "leisenman@wustl.edu",
+ "givenName": "Larry",
+ "familyName": "Eisenman"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Andrew",
- "familyName": "Quinn"
+ "@type": "Person",
+ "email": "Lorenz.Esch@tu-ilmenau.de",
+ "givenName": "Lorenz",
+ "familyName": "Esch"
},
{
- "@type":"Person",
- "email":"antoine.gauthier@ensta.fr",
- "givenName":"Antoine",
- "familyName": "Gauthier"
+ "@type": "Person",
+ "email": "marian.dowgialo@gmail.com",
+ "givenName": "Marian",
+ "familyName": "Dovgialo"
},
{
- "@type":"Person",
- "email":"basile.pinsard@umontreal.ca",
- "givenName":"Basile",
- "familyName": "Pinsard"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Nicolas",
+ "familyName": "Barascud"
},
{
- "@type":"Person",
- "email":"emilyps14@gmail.com",
- "givenName":"Emily",
- "familyName": "Stephen"
+ "@type": "Person",
+ "email": "legrand@cyceron.fr",
+ "givenName": "Nicolas",
+ "familyName": "Legrand"
},
{
- "@type":"Person",
- "email":"erik.hornberger@shi-g.com",
- "givenName":"Erik",
- "familyName": "Hornberger"
+ "@type": "Person",
+ "email": "payam.sadeghi74@gmail.com",
+ "givenName": "Payam",
+ "familyName": "Sadeghi-Shabestari"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Evan",
- "familyName": "Hathaway"
+ "@type": "Person",
+ "email": "pmolfese@gmail.com",
+ "givenName": "Peter J",
+ "familyName": "Molfese"
},
{
- "@type":"Person",
- "email":"e.kalenkovich@gmail.com",
- "givenName":"Evgenii",
- "familyName": "Kalenkovich"
+ "@type": "Person",
+ "email": "falachrotem@gmail.com",
+ "givenName": "Rotem",
+ "familyName": "Falach"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Fahimeh",
- "familyName": "Mamashli"
+ "@type": "Person",
+ "email": "sam.deslauriers@gmail.com",
+ "givenName": "Samuel",
+ "familyName": "Deslauriers-Gauthier"
},
{
- "@type":"Person",
- "email":"g.o'neill@ucl.ac.uk",
- "givenName":"George",
- "familyName": "O'Neill"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Silvia",
+ "familyName": "Cotroneo"
},
{
- "@type":"Person",
- "email":"giorgio.marinato@unitn.it",
- "givenName":"Giorgio",
- "familyName": "Marinato"
+ "@type": "Person",
+ "email": "stevematindi@gmail.com",
+ "givenName": "Steve",
+ "familyName": "Matindi"
},
{
- "@type":"Person",
- "email":"hafiza.taj@gmail.com",
- "givenName":"Hafeza",
- "familyName": "Anevar"
+ "@type": "Person",
+ "email": "neurolaunch@gmail.copm",
+ "givenName": "Steven",
+ "familyName": "Bierer"
},
{
- "@type":"Person",
- "email":"mail@jan-sosulski.de",
- "givenName":"Jan",
- "familyName": "Sosulski"
+ "@type": "Person",
+ "email": "Theodore.Papadopoulo@inria.fr",
+ "givenName": "Theodore",
+ "familyName": "Papadopoulo"
},
{
- "@type":"Person",
- "email":"stoutjd@nih.gov",
- "givenName":"Jeff",
- "familyName": "Stout"
+ "@type": "Person",
+ "email": "t.s.binns@outlook.com",
+ "givenName": "Thomas Samuel",
+ "familyName": "Binns"
},
{
- "@type":"Person",
- "email":"johannes@herforth.net",
- "givenName":"Johannes",
- "familyName": "Herforth"
+ "@type": "Person",
+ "email": "ttstenner@gmail.com",
+ "givenName": "Tristan",
+ "familyName": "Stenner"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Joshua",
- "familyName": "Calder-Travis"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Varun Kasyap",
+ "familyName": "Pentamaraju"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Judy D",
- "familyName": "Zhu"
+ "@type": "Person",
+ "email": "victoriapeterson09@gmail.com",
+ "givenName": "Victoria",
+ "familyName": "Peterson"
},
{
- "@type":"Person",
- "email":"leisenman@wustl.edu",
- "givenName":"Larry",
- "familyName": "Eisenman"
+ "@type": "Person",
+ "email": "z.baratz@gmail.com",
+ "givenName": "Zvi",
+ "familyName": "Baratz"
},
{
- "@type":"Person",
- "email":"Lorenz.Esch@tu-ilmenau.de",
- "givenName":"Lorenz",
- "familyName": "Esch"
+ "@type": "Person",
+ "email": "alessandro.tonin@wysscenter.ch",
+ "givenName": "Alessandro",
+ "familyName": "Tonin"
},
{
- "@type":"Person",
- "email":"marian.dowgialo@gmail.com",
- "givenName":"Marian",
- "familyName": "Dovgialo"
+ "@type": "Person",
+ "email": "alexander.kovrig@gmail.com",
+ "givenName": "Alexander",
+ "familyName": "Kovrig"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Nicolas",
- "familyName": "Barascud"
+ "@type": "Person",
+ "email": "a.pascarella@iac.cnr.it",
+ "givenName": "Annalisa",
+ "familyName": "Pascarella"
},
{
- "@type":"Person",
- "email":"legrand@cyceron.fr",
- "givenName":"Nicolas",
- "familyName": "Legrand"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Apoorva",
+ "familyName": "Karekal"
},
{
- "@type":"Person",
- "email":"4dvlup@gmail.com",
- "givenName":"Nikolai",
- "familyName": "Kapralov"
+ "@type": "Person",
+ "email": "athishdresu@gmail.com",
+ "givenName": "Athish",
+ "familyName": "M"
},
{
- "@type":"Person",
- "email":"pmolfese@gmail.com",
- "givenName":"Peter J",
- "familyName": "Molfese"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Carlos",
+ "familyName": "de la Torre"
},
{
- "@type":"Person",
- "email":"falachrotem@gmail.com",
- "givenName":"Rotem",
- "familyName": "Falach"
+ "@type": "Person",
+ "email": "neumann.alpha@gmail.com",
+ "givenName": "Cedric",
+ "familyName": "Conday"
},
{
- "@type":"Person",
- "email":"sam.deslauriers@gmail.com",
- "givenName":"Samuel",
- "familyName": "Deslauriers-Gauthier"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Chetan",
+ "familyName": "Gohil"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Silvia",
- "familyName": "Cotroneo"
+ "@type": "Person",
+ "email": "zhaotc@uw.edu",
+ "givenName": "Christina",
+ "familyName": "Zhao"
},
{
- "@type":"Person",
- "email":"stevematindi@gmail.com",
- "givenName":"Steve",
- "familyName": "Matindi"
+ "@type": "Person",
+ "email": "raymon92@gmail.com",
+ "givenName": "Dominik",
+ "familyName": "Krzemi\u0144ski"
},
{
- "@type":"Person",
- "email":"neurolaunch@gmail.copm",
- "givenName":"Steven",
- "familyName": "Bierer"
+ "@type": "Person",
+ "email": "dom.mak19@gmail.com",
+ "givenName": "Dominique",
+ "familyName": "Makowski"
},
{
- "@type":"Person",
- "email":"Theodore.Papadopoulo@inria.fr",
- "givenName":"Theodore",
- "familyName": "Papadopoulo"
+ "@type": "Person",
+ "email": "e.mikulan@gmail.com",
+ "givenName": "Ezequiel",
+ "familyName": "Mikulan"
},
{
- "@type":"Person",
- "email":"t.s.binns@outlook.com",
- "givenName":"Thomas Samuel",
- "familyName": "Binns"
+ "@type": "Person",
+ "email": "hofaflo@gmail.com",
+ "givenName": "Florian",
+ "familyName": "Hofer"
},
{
- "@type":"Person",
- "email":"ttstenner@gmail.com",
- "givenName":"Tristan",
- "familyName": "Stenner"
+ "@type": "Person",
+ "email": "harrison.ritz@gmail.com",
+ "givenName": "Harrison",
+ "familyName": "Ritz"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Varun Kasyap",
- "familyName": "Pentamaraju"
+ "@type": "Person",
+ "email": "jean.baptiste.schiratti@gmail.com",
+ "givenName": "Jean-Baptiste",
+ "familyName": "Schiratti"
},
{
- "@type":"Person",
- "email":"victoriapeterson09@gmail.com",
- "givenName":"Victoria",
- "familyName": "Peterson"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Jen",
+ "familyName": "Evans"
},
{
- "@type":"Person",
- "email":"z.baratz@gmail.com",
- "givenName":"Zvi",
- "familyName": "Baratz"
+ "@type": "Person",
+ "email": "johnv@uchicago.edu",
+ "givenName": "John",
+ "familyName": "Veillette"
},
{
- "@type":"Person",
- "email":"alessandro.tonin@wysscenter.ch",
- "givenName":"Alessandro",
- "familyName": "Tonin"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Jordan",
+ "familyName": "Drew"
},
{
- "@type":"Person",
- "email":"alexander.kovrig@gmail.com",
- "givenName":"Alexander",
- "familyName": "Kovrig"
+ "@type": "Person",
+ "email": "jbtevespro@gmail.com",
+ "givenName": "Joshua",
+ "familyName": "Teves"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Aman",
- "familyName": "Srivastava"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Kalle",
+ "familyName": "M\u00e4kel\u00e4"
},
{
- "@type":"Person",
- "email":"a.pascarella@iac.cnr.it",
- "givenName":"Annalisa",
- "familyName": "Pascarella"
+ "@type": "Person",
+ "email": "kylemath@gmail.com",
+ "givenName": "Kyle",
+ "familyName": "Mathewson"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Apoorva",
- "familyName": "Karekal"
+ "@type": "Person",
+ "email": "lgwilliams90@gmail.com",
+ "givenName": "Laura",
+ "familyName": "Gwilliams"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Carlos",
- "familyName": "de la Torre"
+ "@type": "Person",
+ "email": "laurent.lementec@gmail.com",
+ "givenName": "Laurent",
+ "familyName": "Lementec"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Chetan",
- "familyName": "Gohil"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Lenny",
+ "familyName": "Varghese"
},
{
- "@type":"Person",
- "email":"zhaotc@uw.edu",
- "givenName":"Christina",
- "familyName": "Zhao"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Liberty",
+ "familyName": "Hamilton"
},
{
- "@type":"Person",
- "email":"raymon92@gmail.com",
- "givenName":"Dominik",
- "familyName": "Krzemiński"
+ "@type": "Person",
+ "email": "",
+ "givenName": "",
+ "familyName": "Lifeng"
},
{
- "@type":"Person",
- "email":"dom.mak19@gmail.com",
- "givenName":"Dominique",
- "familyName": "Makowski"
+ "@type": "Person",
+ "email": "lukas.gemein@gmx.de",
+ "givenName": "Lukas",
+ "familyName": "Gemein"
},
{
- "@type":"Person",
- "email":"e.mikulan@gmail.com",
- "givenName":"Ezequiel",
- "familyName": "Mikulan"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Lukas",
+ "familyName": "Hecker"
},
{
- "@type":"Person",
- "email":"hofaflo@gmail.com",
- "givenName":"Florian",
- "familyName": "Hofer"
+ "@type": "Person",
+ "email": "capmanip@DESKTOP-TLIFEG1.localdomain",
+ "givenName": "",
+ "familyName": "Lx37"
},
{
- "@type":"Person",
- "email":"harrison.ritz@gmail.com",
- "givenName":"Harrison",
- "familyName": "Ritz"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Martin",
+ "familyName": "Oberg"
},
{
- "@type":"Person",
- "email":"jean.baptiste.schiratti@gmail.com",
- "givenName":"Jean-Baptiste",
- "familyName": "Schiratti"
+ "@type": "Person",
+ "email": "mats.vanes@psych.ox.ac.uk",
+ "givenName": "Mats",
+ "familyName": "van Es"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Jen",
- "familyName": "Evans"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Matt",
+ "familyName": "Boggess"
},
{
- "@type":"Person",
- "email":"johnv@uchicago.edu",
- "givenName":"John",
- "familyName": "Veillette"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Matthias",
+ "familyName": "Eberlein"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Jordan",
- "familyName": "Drew"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Michal",
+ "familyName": "\u017d\u00e1k"
},
{
- "@type":"Person",
- "email":"jbtevespro@gmail.com",
- "givenName":"Joshua",
- "familyName": "Teves"
+ "@type": "Person",
+ "email": "molpsychistb@gmail.com",
+ "givenName": "Mohamed",
+ "familyName": "Sherif"
},
{
- "@type":"Person",
- "email":"kylemath@gmail.com",
- "givenName":"Kyle",
- "familyName": "Mathewson"
+ "@type": "Person",
+ "email": "natakozh22@gmail.com",
+ "givenName": "Nataliia",
+ "familyName": "Kozhemiako"
},
{
- "@type":"Person",
- "email":"lgwilliams90@gmail.com",
- "givenName":"Laura",
- "familyName": "Gwilliams"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Naveen",
+ "familyName": "Srinivasan"
},
{
- "@type":"Person",
- "email":"laurent.lementec@gmail.com",
- "givenName":"Laurent",
- "familyName": "Lementec"
+ "@type": "Person",
+ "email": "niklas.wilming@gmail.com",
+ "givenName": "Niklas",
+ "familyName": "Wilming"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Lenny",
- "familyName": "Varghese"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Oleh",
+ "familyName": "Kozynets"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Liberty",
- "familyName": "Hamilton"
+ "@type": "Person",
+ "email": "pierreablin@gmail.com",
+ "givenName": "Pierre",
+ "familyName": "Ablin"
},
{
- "@type":"Person",
- "email":"lukas.gemein@gmx.de",
- "givenName":"Lukas",
- "familyName": "Gemein"
+ "@type": "Person",
+ "email": "proloy@umd.edu",
+ "givenName": "Proloy",
+ "familyName": "Das"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Lukas",
- "familyName": "Hecker"
+ "@type": "Person",
+ "email": "quentinbertrand54@gmail.com",
+ "givenName": "Quentin",
+ "familyName": "Bertrand"
},
{
- "@type":"Person",
- "email":"capmanip@DESKTOP-TLIFEG1.localdomain",
- "givenName":"",
- "familyName": "Lx37"
+ "@type": "Person",
+ "email": "r.shoorangiz@live.com",
+ "givenName": "Reza",
+ "familyName": "Shoorangiz"
},
{
- "@type":"Person",
- "email":"mats.vanes@psych.ox.ac.uk",
- "givenName":"Mats",
- "familyName": "van Es"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Richard",
+ "familyName": "Scholz"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Matt",
- "familyName": "Boggess"
+ "@type": "Person",
+ "email": "rhubner@gmail.com",
+ "givenName": "Rodrigo",
+ "familyName": "H\u00fcbner"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Matthias",
- "familyName": "Eberlein"
+ "@type": "Person",
+ "email": "sommariva@dima.unige.it",
+ "givenName": "Sara",
+ "familyName": "Sommariva"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Michal",
- "familyName": "Žák"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Sena",
+ "familyName": "Er"
},
{
- "@type":"Person",
- "email":"molpsychistb@gmail.com",
- "givenName":"Mohamed",
- "familyName": "Sherif"
+ "@type": "Person",
+ "email": "sheraz@nmr.mgh.harvard.edu",
+ "givenName": "Sheraz",
+ "familyName": "Khan"
},
{
- "@type":"Person",
- "email":"natakozh22@gmail.com",
- "givenName":"Nataliia",
- "familyName": "Kozhemiako"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Sumalyo",
+ "familyName": "Datta"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Naveen",
- "familyName": "Srinivasan"
+ "@type": "Person",
+ "email": "tdonoghue.research@gmail.com",
+ "givenName": "Thomas",
+ "familyName": "Donoghue"
},
{
- "@type":"Person",
- "email":"niklas.wilming@gmail.com",
- "givenName":"Niklas",
- "familyName": "Wilming"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Thomas",
+ "familyName": "Jochmann"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Oleh",
- "familyName": "Kozynets"
+ "@type": "Person",
+ "email": "timon.merk@charite.de",
+ "givenName": "Timon",
+ "familyName": "Merk"
},
{
- "@type":"Person",
- "email":"pierreablin@gmail.com",
- "givenName":"Pierre",
- "familyName": "Ablin"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Tod",
+ "familyName": "Flak"
},
{
- "@type":"Person",
- "email":"proloy@umd.edu",
- "givenName":"Proloy",
- "familyName": "Das"
+ "@type": "Person",
+ "email": "tom.dupre-la-tour@m4x.org",
+ "givenName": "Tom",
+ "familyName": "Dupr\u00e9 la Tour"
},
{
- "@type":"Person",
- "email":"quentinbertrand54@gmail.com",
- "givenName":"Quentin",
- "familyName": "Bertrand"
+ "@type": "Person",
+ "email": "tzionan@mail.tau.ac.il",
+ "givenName": "Tziona",
+ "familyName": "NessAiver"
},
{
- "@type":"Person",
- "email":"r.shoorangiz@live.com",
- "givenName":"Reza",
- "familyName": "Shoorangiz"
+ "@type": "Person",
+ "email": "akshay0724@gmail.com",
+ "givenName": "",
+ "familyName": "akshay0724"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Richard",
- "familyName": "Scholz"
+ "@type": "Person",
+ "email": "sviter33@gmail.com",
+ "givenName": "",
+ "familyName": "sviter"
},
{
- "@type":"Person",
- "email":"rhubner@gmail.com",
- "givenName":"Rodrigo",
- "familyName": "Hübner"
+ "@type": "Person",
+ "email": "Jakdaxter31@gmail.com",
+ "givenName": "Aaron",
+ "familyName": "Earle-Richardson"
},
{
- "@type":"Person",
- "email":"sommariva@dima.unige.it",
- "givenName":"Sara",
- "familyName": "Sommariva"
+ "@type": "Person",
+ "email": "abram.hindle@softwareprocess.es",
+ "givenName": "Abram",
+ "familyName": "Hindle"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Sena",
- "familyName": "Er"
+ "@type": "Person",
+ "email": "achilleas.k@gmail.com",
+ "givenName": "Achilleas",
+ "familyName": "Koutsou"
},
{
- "@type":"Person",
- "email":"sheraz@nmr.mgh.harvard.edu",
- "givenName":"Sheraz",
- "familyName": "Khan"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Adeline",
+ "familyName": "Fecker"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Sumalyo",
- "familyName": "Datta"
+ "@type": "Person",
+ "email": "adina.wagner@t-online.de",
+ "givenName": "Adina",
+ "familyName": "Wagner"
},
{
- "@type":"Person",
- "email":"tdonoghue.research@gmail.com",
- "givenName":"Thomas",
- "familyName": "Donoghue"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Akhilesh S",
+ "familyName": "Yadav"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Thomas",
- "familyName": "Jochmann"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Alex",
+ "familyName": "Ciok"
},
{
- "@type":"Person",
- "email":"timon.merk@charite.de",
- "givenName":"Timon",
- "familyName": "Merk"
+ "@type": "Person",
+ "email": "alex.lepauvre@ae.mpg.de",
+ "givenName": "Alex",
+ "familyName": "Lepauvre"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Tod",
- "familyName": "Flak"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Alexander",
+ "familyName": "Kiefer"
},
{
- "@type":"Person",
- "email":"tom.dupre-la-tour@m4x.org",
- "givenName":"Tom",
- "familyName": "Dupré la Tour"
+ "@type": "Person",
+ "email": "7andy121@gmail.com",
+ "givenName": "Andy",
+ "familyName": "Gilbert"
},
{
- "@type":"Person",
- "email":"tzionan@mail.tau.ac.il",
- "givenName":"Tziona",
- "familyName": "NessAiver"
+ "@type": "Person",
+ "email": "aniket17133@iiitd.ac.in",
+ "givenName": "Aniket",
+ "familyName": "Pradhan"
},
{
- "@type":"Person",
- "email":"akshay0724@gmail.com",
- "givenName":"",
- "familyName": "akshay0724"
+ "@type": "Person",
+ "email": "anna.padee@gmail.com",
+ "givenName": "Anna",
+ "familyName": "Padee"
},
{
- "@type":"Person",
- "email":"sviter33@gmail.com",
- "givenName":"",
- "familyName": "sviter"
+ "@type": "Person",
+ "email": "as_dub@hotmail.com",
+ "givenName": "Anne-Sophie",
+ "familyName": "Dubarry"
},
{
- "@type":"Person",
- "email":"Jakdaxter31@gmail.com",
- "givenName":"Aaron",
- "familyName": "Earle-Richardson"
+ "@type": "Person",
+ "email": "contact@antoinecollas.fr",
+ "givenName": "Antoine",
+ "familyName": "Collas"
},
{
- "@type":"Person",
- "email":"abram.hindle@softwareprocess.es",
- "givenName":"Abram",
- "familyName": "Hindle"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Anton Nikolas",
+ "familyName": "Waniek"
},
{
- "@type":"Person",
- "email":"achilleas.k@gmail.com",
- "givenName":"Achilleas",
- "familyName": "Koutsou"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Apoorva",
+ "familyName": "Verma"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Adeline",
- "familyName": "Fecker"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Archit",
+ "familyName": "Singhal"
},
{
- "@type":"Person",
- "email":"adina.wagner@t-online.de",
- "givenName":"Adina",
- "familyName": "Wagner"
+ "@type": "Person",
+ "email": "arokem@gmail.com",
+ "givenName": "Ariel",
+ "familyName": "Rokem"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Akhilesh S",
- "familyName": "Yadav"
+ "@type": "Person",
+ "email": "arne.pelzer@idmt.fraunhofer.de",
+ "givenName": "Arne",
+ "familyName": "Pelzer"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Alex",
- "familyName": "Ciok"
+ "@type": "Person",
+ "email": "mynameisaustinhurst@gmail.com",
+ "givenName": "Austin",
+ "familyName": "Hurst"
},
{
- "@type":"Person",
- "email":"alex.lepauvre@ae.mpg.de",
- "givenName":"Alex",
- "familyName": "Lepauvre"
+ "@type": "Person",
+ "email": "ayushisatodiya2411@gmail.com",
+ "givenName": "Ayushi",
+ "familyName": "Satodiya"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Alexander",
- "familyName": "Kiefer"
+ "@type": "Person",
+ "email": "",
+ "givenName": "",
+ "familyName": "Baris"
},
{
- "@type":"Person",
- "email":"7andy121@gmail.com",
- "givenName":"Andy",
- "familyName": "Gilbert"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Beige Jerry",
+ "familyName": "Jin"
},
{
- "@type":"Person",
- "email":"aniket17133@iiitd.ac.in",
- "givenName":"Aniket",
- "familyName": "Pradhan"
+ "@type": "Person",
+ "email": "code@musicinmybrain.net",
+ "givenName": "Ben",
+ "familyName": "Beasley"
},
{
- "@type":"Person",
- "email":"anna.padee@gmail.com",
- "givenName":"Anna",
- "familyName": "Padee"
+ "@type": "Person",
+ "email": "ben.tang@duke.edu",
+ "givenName": "Ben",
+ "familyName": "Tang"
},
{
- "@type":"Person",
- "email":"as_dub@hotmail.com",
- "givenName":"Anne-Sophie",
- "familyName": "Dubarry"
+ "@type": "Person",
+ "email": "science@benediktehinger.de",
+ "givenName": "Benedikt",
+ "familyName": "Ehinger"
},
{
- "@type":"Person",
- "email":"contact@antoinecollas.fr",
- "givenName":"Antoine",
- "familyName": "Collas"
+ "@type": "Person",
+ "email": "bhargav.kowshik@gmail.com",
+ "givenName": "Bhargav",
+ "familyName": "Kowshik"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Anton Nikolas",
- "familyName": "Waniek"
+ "@type": "Person",
+ "email": "bruno.nicenboim@gmail.com",
+ "givenName": "Bruno",
+ "familyName": "Nicenboim"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Archit",
- "familyName": "Singhal"
+ "@type": "Person",
+ "email": "ctorre@mailbox.org",
+ "givenName": "Carlos",
+ "familyName": "de la Torre"
},
{
- "@type":"Person",
- "email":"arokem@gmail.com",
- "givenName":"Ariel",
- "familyName": "Rokem"
+ "@type": "Person",
+ "email": "cclauss@me.com",
+ "givenName": "Christian",
+ "familyName": "Clauss"
},
{
- "@type":"Person",
- "email":"arne.pelzer@idmt.fraunhofer.de",
- "givenName":"Arne",
- "familyName": "Pelzer"
+ "@type": "Person",
+ "email": "cmista@ingenieria.uner.edu.ar",
+ "givenName": "Christian",
+ "familyName": "Mista"
},
{
- "@type":"Person",
- "email":"mynameisaustinhurst@gmail.com",
- "givenName":"Austin",
- "familyName": "Hurst"
+ "@type": "Person",
+ "email": "kechrisc@gmail.com",
+ "givenName": "Christodoulos",
+ "familyName": "Kechris"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Beige Jerry",
- "familyName": "Jin"
+ "@type": "Person",
+ "email": "christoph@huber-huber.at",
+ "givenName": "Christoph",
+ "familyName": "Huber-Huber"
},
{
- "@type":"Person",
- "email":"code@musicinmybrain.net",
- "givenName":"Ben",
- "familyName": "Beasley"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Chun-Hui",
+ "familyName": "Li"
},
{
- "@type":"Person",
- "email":"science@benediktehinger.de",
- "givenName":"Benedikt",
- "familyName": "Ehinger"
+ "@type": "Person",
+ "email": "claire@guakamole.org",
+ "givenName": "Claire",
+ "familyName": "Braboszcz"
},
{
- "@type":"Person",
- "email":"bruno.nicenboim@gmail.com",
- "givenName":"Bruno",
- "familyName": "Nicenboim"
+ "@type": "Person",
+ "email": "daniel.c.schad@protonmail.com",
+ "givenName": "Daniel C",
+ "familyName": "Schad"
},
{
- "@type":"Person",
- "email":"ctorre@mailbox.org",
- "givenName":"Carlos",
- "familyName": "de la Torre"
+ "@type": "Person",
+ "email": "danielhasegan@gmail.com",
+ "givenName": "Daniel",
+ "familyName": "Hasegan"
},
{
- "@type":"Person",
- "email":"cclauss@me.com",
- "givenName":"Christian",
- "familyName": "Clauss"
+ "@type": "Person",
+ "email": "xiezhibin.0.0.superman@gmail.com",
+ "givenName": "Daniel",
+ "familyName": "Tse"
},
{
- "@type":"Person",
- "email":"cmista@ingenieria.uner.edu.ar",
- "givenName":"Christian",
- "familyName": "Mista"
+ "@type": "Person",
+ "email": "darin.sleiter@gmail.com",
+ "givenName": "Darin Erat",
+ "familyName": "Sleiter"
},
{
- "@type":"Person",
- "email":"kechrisc@gmail.com",
- "givenName":"Christodoulos",
- "familyName": "Kechris"
+ "@type": "Person",
+ "email": "haslacherdavid@gmail.com",
+ "givenName": "David",
+ "familyName": "Haslacher"
},
{
- "@type":"Person",
- "email":"christoph@huber-huber.at",
- "givenName":"Christoph",
- "familyName": "Huber-Huber"
+ "@type": "Person",
+ "email": "dav.sabbagh@gmail.com",
+ "givenName": "David",
+ "familyName": "Sabbagh"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Chun-Hui",
- "familyName": "Li"
+ "@type": "Person",
+ "email": "jasvirsingh828907@gmail.com",
+ "givenName": "",
+ "familyName": "Deep"
},
{
- "@type":"Person",
- "email":"claire@guakamole.org",
- "givenName":"Claire",
- "familyName": "Braboszcz"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Demetres",
+ "familyName": "Kostas"
},
{
- "@type":"Person",
- "email":"daniel.c.schad@protonmail.com",
- "givenName":"Daniel C",
- "familyName": "Schad"
+ "@type": "Person",
+ "email": "desislavka@gmail.com",
+ "givenName": "Desislava",
+ "familyName": "Petkova"
},
{
- "@type":"Person",
- "email":"danielhasegan@gmail.com",
- "givenName":"Daniel",
- "familyName": "Hasegan"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Dinara",
+ "familyName": "Issagaliyeva"
},
{
- "@type":"Person",
- "email":"xiezhibin.0.0.superman@gmail.com",
- "givenName":"Daniel",
- "familyName": "Tse"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Diptyajit",
+ "familyName": "Das"
},
{
- "@type":"Person",
- "email":"darin.sleiter@gmail.com",
- "givenName":"Darin Erat",
- "familyName": "Sleiter"
+ "@type": "Person",
+ "email": "dimonok@web.de",
+ "givenName": "Dominik",
+ "familyName": "Wetzel"
},
{
- "@type":"Person",
- "email":"haslacherdavid@gmail.com",
- "givenName":"David",
- "familyName": "Haslacher"
+ "@type": "Person",
+ "email": "e.eich@fz-juelich.de",
+ "givenName": "Eberhard",
+ "familyName": "Eich"
},
{
- "@type":"Person",
- "email":"dav.sabbagh@gmail.com",
- "givenName":"David",
- "familyName": "Sabbagh"
+ "@type": "Person",
+ "email": "emd222@cornell.edu",
+ "givenName": "Elizabeth",
+ "familyName": "DuPre"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Demetres",
- "familyName": "Kostas"
+ "@type": "Person",
+ "email": "ellenlau@umd.edu",
+ "givenName": "Ellen",
+ "familyName": "Lau"
},
{
- "@type":"Person",
- "email":"desislavka@gmail.com",
- "givenName":"Desislava",
- "familyName": "Petkova"
+ "@type": "Person",
+ "email": "emanuele@relativita.com",
+ "givenName": "Emanuele",
+ "familyName": "Olivetti"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Dinara",
- "familyName": "Issagaliyeva"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Emma",
+ "familyName": "Zhang"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Diptyajit",
- "familyName": "Das"
+ "@type": "Person",
+ "email": "emmanuelferdman@gmail.com",
+ "givenName": "Emmanuel",
+ "familyName": "Ferdman"
},
{
- "@type":"Person",
- "email":"dimonok@web.de",
- "givenName":"Dominik",
- "familyName": "Wetzel"
+ "@type": "Person",
+ "email": "emrecncelik@gmail.com",
+ "givenName": "Emrecan",
+ "familyName": "\u00c7elik"
},
{
- "@type":"Person",
- "email":"e.eich@fz-juelich.de",
- "givenName":"Eberhard",
- "familyName": "Eich"
+ "@type": "Person",
+ "email": "enricovarano@gmail.com",
+ "givenName": "Enrico",
+ "familyName": "Varano"
},
{
- "@type":"Person",
- "email":"emd222@cornell.edu",
- "givenName":"Elizabeth",
- "familyName": "DuPre"
+ "@type": "Person",
+ "email": "enzo.alt@gmail.com",
+ "givenName": "Enzo",
+ "familyName": "Altamiranda"
},
{
- "@type":"Person",
- "email":"ellenlau@umd.edu",
- "givenName":"Ellen",
- "familyName": "Lau"
+ "@type": "Person",
+ "email": "eric.brayet@mybraintech.com",
+ "givenName": "Eric",
+ "familyName": "Brayet"
},
{
- "@type":"Person",
- "email":"emanuele@relativita.com",
- "givenName":"Emanuele",
- "familyName": "Olivetti"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Etienne",
+ "familyName": "de Montalivet"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Emma",
- "familyName": "Zhang"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Evgeny",
+ "familyName": "Goldstein"
},
{
- "@type":"Person",
- "email":"emmanuelferdman@gmail.com",
- "givenName":"Emmanuel",
- "familyName": "Ferdman"
+ "@type": "Person",
+ "email": "fmamashli@gmail.com",
+ "givenName": "Fahimeh",
+ "familyName": "Mamashli"
},
{
- "@type":"Person",
- "email":"emrecncelik@gmail.com",
- "givenName":"Emrecan",
- "familyName": "Çelik"
+ "@type": "Person",
+ "email": "farzin.negahbani@gmail.com",
+ "givenName": "Farzin",
+ "familyName": "Negahbani"
},
{
- "@type":"Person",
- "email":"enricovarano@gmail.com",
- "givenName":"Enrico",
- "familyName": "Varano"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Federico",
+ "familyName": "Zamberlan"
},
{
- "@type":"Person",
- "email":"enzo.alt@gmail.com",
- "givenName":"Enzo",
- "familyName": "Altamiranda"
+ "@type": "Person",
+ "email": "florinpop@me.com",
+ "givenName": "Florin",
+ "familyName": "Pop"
},
{
- "@type":"Person",
- "email":"eric.brayet@mybraintech.com",
- "givenName":"Eric",
- "familyName": "Brayet"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Frederik D",
+ "familyName": "Weber"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Etienne",
- "familyName": "de Montalivet"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Gansheng",
+ "familyName": "Tan"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Evgeny",
- "familyName": "Goldstein"
+ "@type": "Person",
+ "email": "Geoff.Brookshire@gmail.com",
+ "givenName": "Geoff",
+ "familyName": "Brookshire"
},
{
- "@type":"Person",
- "email":"fmamashli@gmail.com",
- "givenName":"Fahimeh",
- "familyName": "Mamashli"
+ "@type": "Person",
+ "email": "george.oneill.90@gmail.com",
+ "givenName": "George",
+ "familyName": "O'Neill"
},
{
- "@type":"Person",
- "email":"farzin.negahbani@gmail.com",
- "givenName":"Farzin",
- "familyName": "Negahbani"
+ "@type": "Person",
+ "email": "gack94@gmail.com",
+ "givenName": "",
+ "familyName": "Giulio"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Federico",
- "familyName": "Zamberlan"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Gnaneswar",
+ "familyName": "Lopinti"
},
{
- "@type":"Person",
- "email":"florinpop@me.com",
- "givenName":"Florin",
- "familyName": "Pop"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Gonzalo",
+ "familyName": "Reina"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Frederik D",
- "familyName": "Weber"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Hamid",
+ "familyName": "Maymandi"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Gansheng",
- "familyName": "Tan"
+ "@type": "Person",
+ "email": "hasrat407@gmail.com",
+ "givenName": "Hasrat Ali",
+ "familyName": "Arzoo"
},
{
- "@type":"Person",
- "email":"Geoff.Brookshire@gmail.com",
- "givenName":"Geoff",
- "familyName": "Brookshire"
+ "@type": "Person",
+ "email": "hermann.sonntag@gmail.com",
+ "givenName": "Hermann",
+ "familyName": "Sonntag"
},
{
- "@type":"Person",
- "email":"george.oneill.90@gmail.com",
- "givenName":"George",
- "familyName": "O'Neill"
+ "@type": "Person",
+ "email": "rubyyhj@gmail.com",
+ "givenName": "Hongjiang",
+ "familyName": "Ye"
},
{
- "@type":"Person",
- "email":"gack94@gmail.com",
- "givenName":"",
- "familyName": "Giulio"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Hyonyoung",
+ "familyName": "Shin"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Gnaneswar",
- "familyName": "Lopinti"
+ "@type": "Person",
+ "email": "huseyinorkunelmas@gmail.com",
+ "givenName": "H\u00fcseyin Orkun",
+ "familyName": "Elmas"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Gonzalo",
- "familyName": "Reina"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Ilian",
+ "familyName": "AZZ"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Hamid",
- "familyName": "Maymandi"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Ilias",
+ "familyName": "Machairas"
},
{
- "@type":"Person",
- "email":"hasrat407@gmail.com",
- "givenName":"Hasrat Ali",
- "familyName": "Arzoo"
+ "@type": "Person",
+ "email": "ivan.zubarev@aalto.fi",
+ "givenName": "Ivan",
+ "familyName": "Zubarev"
},
{
- "@type":"Person",
- "email":"hermann.sonntag@gmail.com",
- "givenName":"Hermann",
- "familyName": "Sonntag"
+ "@type": "Person",
+ "email": "ivopascal@gmail.com",
+ "givenName": "Ivo",
+ "familyName": "de Jong"
},
{
- "@type":"Person",
- "email":"rubyyhj@gmail.com",
- "givenName":"Hongjiang",
- "familyName": "Ye"
+ "@type": "Person",
+ "email": "jacob.phelan.jp@gmail.com",
+ "givenName": "Jacob",
+ "familyName": "Phelan"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Hyonyoung",
- "familyName": "Shin"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Jakub",
+ "familyName": "Kaczmarzyk"
},
{
- "@type":"Person",
- "email":"huseyinorkunelmas@gmail.com",
- "givenName":"Hüseyin Orkun",
- "familyName": "Elmas"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Jan",
+ "familyName": "Zerfowski"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Ilian",
- "familyName": "AZZ"
+ "@type": "Person",
+ "email": "japsai@gmail.com",
+ "givenName": "Jasper J F",
+ "familyName": "van den Bosch"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Ilias",
- "familyName": "Machairas"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Jeroen",
+ "familyName": "Van Der Donckt"
},
{
- "@type":"Person",
- "email":"ivan.zubarev@aalto.fi",
- "givenName":"Ivan",
- "familyName": "Zubarev"
+ "@type": "Person",
+ "email": "johanvandermeer@gmail.com",
+ "givenName": "Johan",
+ "familyName": "van der Meer"
},
{
- "@type":"Person",
- "email":"ivopascal@gmail.com",
- "givenName":"Ivo",
- "familyName": "de Jong"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Johannes",
+ "familyName": "Niediek"
},
{
- "@type":"Person",
- "email":"jacob.phelan.jp@gmail.com",
- "givenName":"Jacob",
- "familyName": "Phelan"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Jonas",
+ "familyName": "Mago"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Jakub",
- "familyName": "Kaczmarzyk"
+ "@type": "Person",
+ "email": "koen.joshua@gmail.com",
+ "givenName": "Josh",
+ "familyName": "Koen"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Jan",
- "familyName": "Zerfowski"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Joshua J",
+ "familyName": "Bear"
},
{
- "@type":"Person",
- "email":"japsai@gmail.com",
- "givenName":"Jasper J F",
- "familyName": "van den Bosch"
+ "@type": "Person",
+ "email": "j.dammers@fz-juelich.de",
+ "givenName": "Juergen",
+ "familyName": "Dammers"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Jeroen",
- "familyName": "Van Der Donckt"
+ "@type": "Person",
+ "email": "guiomar.niso@ctb.upm.es",
+ "givenName": "Julia Guiomar Niso",
+ "familyName": "Gal\u00e1n"
},
{
- "@type":"Person",
- "email":"johanvandermeer@gmail.com",
- "givenName":"Johan",
- "familyName": "van der Meer"
+ "@type": "Person",
+ "email": "jcrdubois@gmail.com",
+ "givenName": "Julien",
+ "familyName": "Dubois"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Johannes",
- "familyName": "Niediek"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Julius",
+ "familyName": "Welzel"
},
{
- "@type":"Person",
- "email":"koen.joshua@gmail.com",
- "givenName":"Josh",
- "familyName": "Koen"
+ "@type": "Person",
+ "email": "slama@berkeley.edu",
+ "givenName": "Katarina",
+ "familyName": "Slama"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Joshua J",
- "familyName": "Bear"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Katia",
+ "familyName": "Al-Amir"
},
{
- "@type":"Person",
- "email":"j.dammers@fz-juelich.de",
- "givenName":"Juergen",
- "familyName": "Dammers"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Katrin",
+ "familyName": "Leinweber"
},
{
- "@type":"Person",
- "email":"guiomar.niso@ctb.upm.es",
- "givenName":"Julia Guiomar Niso",
- "familyName": "Galán"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Kay",
+ "familyName": "Robbins"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Julius",
- "familyName": "Welzel"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Konstantinos",
+ "familyName": "Tsilimparis"
},
{
- "@type":"Person",
- "email":"slama@berkeley.edu",
- "givenName":"Katarina",
- "familyName": "Slama"
+ "@type": "Person",
+ "email": "laetitia.grabot@gmail.com",
+ "givenName": "Laetitia",
+ "familyName": "Grabot"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Katia",
- "familyName": "Al-Amir"
+ "@type": "Person",
+ "email": "ualsbombe@protonmail.com",
+ "givenName": "Lau M\u00f8ller",
+ "familyName": "Andersen"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Katrin",
- "familyName": "Leinweber"
+ "@type": "Person",
+ "email": "leorochael@gmail.com",
+ "givenName": "Leonardo Rochael",
+ "familyName": "Almeida"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Kay",
- "familyName": "Robbins"
+ "@type": "Person",
+ "email": "lsbarbosa@gmail.com",
+ "givenName": "Leonardo S",
+ "familyName": "Barbosa"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Konstantinos",
- "familyName": "Tsilimparis"
+ "@type": "Person",
+ "email": "lorenzo.alfine@gmail.com",
+ "givenName": "Lorenzo",
+ "familyName": "Alfine"
},
{
- "@type":"Person",
- "email":"laetitia.grabot@gmail.com",
- "givenName":"Laetitia",
- "familyName": "Grabot"
+ "@type": "Person",
+ "email": "hejtmy@gmail.com",
+ "givenName": "Luk\u00e1\u0161",
+ "familyName": "Hejtm\u00e1nek"
},
{
- "@type":"Person",
- "email":"ualsbombe@protonmail.com",
- "givenName":"Lau Møller",
- "familyName": "Andersen"
+ "@type": "Person",
+ "email": "mbalatsko@gmail.com",
+ "givenName": "Maksym",
+ "familyName": "Balatsko"
},
{
- "@type":"Person",
- "email":"leorochael@gmail.com",
- "givenName":"Leonardo Rochael",
- "familyName": "Almeida"
+ "@type": "Person",
+ "email": "manfredg@nmr.mgh.harvard.edu",
+ "givenName": "Manfred",
+ "familyName": "Kitzbichler"
},
{
- "@type":"Person",
- "email":"lsbarbosa@gmail.com",
- "givenName":"Leonardo S",
- "familyName": "Barbosa"
+ "@type": "Person",
+ "email": "manojkumarsivaraj334@gmail.com",
+ "givenName": "Manoj",
+ "familyName": "Kumar"
},
{
- "@type":"Person",
- "email":"lorenzo.alfine@gmail.com",
- "givenName":"Lorenzo",
- "familyName": "Alfine"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Manorama",
+ "familyName": "Kadwani"
},
{
- "@type":"Person",
- "email":"hejtmy@gmail.com",
- "givenName":"Lukáš",
- "familyName": "Hejtmánek"
+ "@type": "Person",
+ "email": "manu.sutela@gmail.com",
+ "givenName": "Manu",
+ "familyName": "Sutela"
},
{
- "@type":"Person",
- "email":"mbalatsko@gmail.com",
- "givenName":"Maksym",
- "familyName": "Balatsko"
+ "@type": "Person",
+ "email": "koculak.marcin@gmail.com",
+ "givenName": "Marcin",
+ "familyName": "Koculak"
},
{
- "@type":"Person",
- "email":"manfredg@nmr.mgh.harvard.edu",
- "givenName":"Manfred",
- "familyName": "Kitzbichler"
+ "@type": "Person",
+ "email": "mah@optoceutics.com",
+ "givenName": "Mark",
+ "familyName": "Henney"
},
{
- "@type":"Person",
- "email":"manojkumarsivaraj334@gmail.com",
- "givenName":"Manoj",
- "familyName": "Kumar"
+ "@type": "Person",
+ "email": "Martinb.nmb@gmail.com",
+ "givenName": "Martin",
+ "familyName": "BaBer"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Manorama",
- "familyName": "Kadwani"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Martin",
+ "familyName": "van Harmelen"
},
{
- "@type":"Person",
- "email":"manu.sutela@gmail.com",
- "givenName":"Manu",
- "familyName": "Sutela"
+ "@type": "Person",
+ "email": "mat-git@s-m.ac",
+ "givenName": "Mathias",
+ "familyName": "Sabl\u00e9-Meyer"
},
{
- "@type":"Person",
- "email":"koculak.marcin@gmail.com",
- "givenName":"Marcin",
- "familyName": "Koculak"
+ "@type": "Person",
+ "email": "mathieu.scheltienne@dandelion.science",
+ "givenName": "Mathieu",
+ "familyName": "Scheltienne"
},
{
- "@type":"Person",
- "email":"mah@optoceutics.com",
- "givenName":"Mark",
- "familyName": "Henney"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Matt",
+ "familyName": "Courtemanche"
},
{
- "@type":"Person",
- "email":"Martinb.nmb@gmail.com",
- "givenName":"Martin",
- "familyName": "BaBer"
+ "@type": "Person",
+ "email": "matt.tucker@nyu.edu",
+ "givenName": "Matt",
+ "familyName": "Tucker"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Martin",
- "familyName": "Oberg"
+ "@type": "Person",
+ "email": "matteo.visconti.gr@dartmouth.edu",
+ "givenName": "Matteo",
+ "familyName": "Visconti di Oleggio Castello"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Martin",
- "familyName": "van Harmelen"
+ "@type": "Person",
+ "email": "matthias.dold@gmx.net",
+ "givenName": "Matthias",
+ "familyName": "Dold"
},
{
- "@type":"Person",
- "email":"mathieu.scheltienne@dandelion.science",
- "givenName":"Mathieu",
- "familyName": "Scheltienne"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Matti",
+ "familyName": "Toivonen"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Matt",
- "familyName": "Courtemanche"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Maureen",
+ "familyName": "Shader"
},
{
- "@type":"Person",
- "email":"matt.tucker@nyu.edu",
- "givenName":"Matt",
- "familyName": "Tucker"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Mauricio",
+ "familyName": "Cespedes"
},
{
- "@type":"Person",
- "email":"matteo.visconti.gr@dartmouth.edu",
- "givenName":"Matteo",
- "familyName": "Visconti di Oleggio Castello"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Melih",
+ "familyName": "Yayli"
},
{
- "@type":"Person",
- "email":"matthias.dold@gmx.net",
- "givenName":"Matthias",
- "familyName": "Dold"
+ "@type": "Person",
+ "email": "krause@mpib-berlin.mpg.de",
+ "givenName": "Michael",
+ "familyName": "Krause"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Matti",
- "familyName": "Toivonen"
+ "@type": "Person",
+ "email": "kontakt@milanrybar.cz",
+ "givenName": "Milan",
+ "familyName": "Ryb\u00e1\u0159"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Maureen",
- "familyName": "Shader"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Mingjian",
+ "familyName": "He"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Mauricio",
- "familyName": "Cespedes"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Mohammad",
+ "familyName": "Daneshzand"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Melih",
- "familyName": "Yayli"
+ "@type": "Person",
+ "email": "23111220065@m.fudan.edu.cn",
+ "givenName": "",
+ "familyName": "Mojackhak"
},
{
- "@type":"Person",
- "email":"krause@mpib-berlin.mpg.de",
- "givenName":"Michael",
- "familyName": "Krause"
+ "@type": "Person",
+ "email": "nati.new77@gmail.com",
+ "givenName": "Natneal",
+ "familyName": "B"
},
{
- "@type":"Person",
- "email":"kontakt@milanrybar.cz",
- "givenName":"Milan",
- "familyName": "Rybář"
+ "@type": "Person",
+ "email": "celicolimmo@free.fr",
+ "givenName": "Nicolas",
+ "familyName": "Fourcaud-Trocm\u00e9"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Mingjian",
- "familyName": "He"
+ "@type": "Person",
+ "email": "nicolas.gensollen@gmail.com",
+ "givenName": "Nicolas",
+ "familyName": "Gensollen"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Mohammad",
- "familyName": "Daneshzand"
+ "@type": "Person",
+ "email": "nh.proulx@gmail.com",
+ "givenName": "Nicole",
+ "familyName": "Proulx"
},
{
- "@type":"Person",
- "email":"23111220065@m.fudan.edu.cn",
- "givenName":"",
- "familyName": "Mojackhak"
+ "@type": "Person",
+ "email": "nfocke@uni-goettingen.de",
+ "givenName": "Niels",
+ "familyName": "Focke"
},
{
- "@type":"Person",
- "email":"nati.new77@gmail.com",
- "givenName":"Natneal",
- "familyName": "B"
+ "@type": "Person",
+ "email": "nikos.ch01@gmail.com",
+ "givenName": "Nikolas",
+ "familyName": "Chalas"
},
{
- "@type":"Person",
- "email":"celicolimmo@free.fr",
- "givenName":"Nicolas",
- "familyName": "Fourcaud-Trocmé"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Noah",
+ "familyName": "Markowitz"
},
{
- "@type":"Person",
- "email":"nicolas.gensollen@gmail.com",
- "givenName":"Nicolas",
- "familyName": "Gensollen"
+ "@type": "Person",
+ "email": "omer.shubi@gmail.com",
+ "givenName": "Omer",
+ "familyName": "Shubi"
},
{
- "@type":"Person",
- "email":"nh.proulx@gmail.com",
- "givenName":"Nicole",
- "familyName": "Proulx"
+ "@type": "Person",
+ "email": "pablomainar.pm@gmail.com",
+ "givenName": "Pablo",
+ "familyName": "Mainar"
},
{
- "@type":"Person",
- "email":"nfocke@uni-goettingen.de",
- "givenName":"Niels",
- "familyName": "Focke"
+ "@type": "Person",
+ "email": "tottochan@gmail.com",
+ "givenName": "Padma",
+ "familyName": "Sundaram"
},
{
- "@type":"Person",
- "email":"nikos.ch01@gmail.com",
- "givenName":"Nikolas",
- "familyName": "Chalas"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Paul",
+ "familyName": "Anders"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Noah",
- "familyName": "Markowitz"
+ "@type": "Person",
+ "email": "ppopov1@student.gsu.edu",
+ "givenName": "Pavel",
+ "familyName": "Popov"
},
{
- "@type":"Person",
- "email":"omer.shubi@gmail.com",
- "givenName":"Omer",
- "familyName": "Shubi"
+ "@type": "Person",
+ "email": "pedrobnsilva@gmail.com",
+ "givenName": "Pedro",
+ "familyName": "Silva"
},
{
- "@type":"Person",
- "email":"pablomainar.pm@gmail.com",
- "givenName":"Pablo",
- "familyName": "Mainar"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Pierre",
+ "familyName": "Guetschel"
},
{
- "@type":"Person",
- "email":"tottochan@gmail.com",
- "givenName":"Padma",
- "familyName": "Sundaram"
+ "@type": "Person",
+ "email": "glia@dtu.dk",
+ "givenName": "Quanliang",
+ "familyName": "Li"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Paul",
- "familyName": "Anders"
+ "@type": "Person",
+ "email": "q.barthelemy@gmail.com",
+ "givenName": "Quentin",
+ "familyName": "Barth\u00e9lemy"
},
{
- "@type":"Person",
- "email":"pedrobnsilva@gmail.com",
- "givenName":"Pedro",
- "familyName": "Silva"
+ "@type": "Person",
+ "email": "rahuln@cs.washington.edu",
+ "givenName": "Rahul",
+ "familyName": "Nadkarni"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Pierre",
- "familyName": "Guetschel"
+ "@type": "Person",
+ "email": "rmrgatti@gmail.com",
+ "givenName": "Ramiro",
+ "familyName": "Gatti"
},
{
- "@type":"Person",
- "email":"glia@dtu.dk",
- "givenName":"Quanliang",
- "familyName": "Li"
+ "@type": "Person",
+ "email": "moncho_apa@hotmail.com",
+ "givenName": "Ramonapariciog",
+ "familyName": "Apariciogarcia"
},
{
- "@type":"Person",
- "email":"q.barthelemy@gmail.com",
- "givenName":"Quentin",
- "familyName": "Barthélemy"
+ "@type": "Person",
+ "email": "raagaard97@gmail.com",
+ "givenName": "Rasmus",
+ "familyName": "Aagaard"
},
{
- "@type":"Person",
- "email":"rahuln@cs.washington.edu",
- "givenName":"Rahul",
- "familyName": "Nadkarni"
+ "@type": "Person",
+ "email": "reza@ddpo.ir",
+ "givenName": "Reza",
+ "familyName": "Nasri"
},
{
- "@type":"Person",
- "email":"rmrgatti@gmail.com",
- "givenName":"Ramiro",
- "familyName": "Gatti"
+ "@type": "Person",
+ "email": "richard.koehler@outlook.de",
+ "givenName": "Richard",
+ "familyName": "Koehler"
},
{
- "@type":"Person",
- "email":"moncho_apa@hotmail.com",
- "givenName":"Ramonapariciog",
- "familyName": "Apariciogarcia"
+ "@type": "Person",
+ "email": "rie.acad@gmail.com",
+ "givenName": "Riessarius",
+ "familyName": "Stargardsky"
},
{
- "@type":"Person",
- "email":"raagaard97@gmail.com",
- "givenName":"Rasmus",
- "familyName": "Aagaard"
+ "@type": "Person",
+ "email": "r.oostenveld@gmail.com",
+ "givenName": "Robert",
+ "familyName": "Oostenveld"
},
{
- "@type":"Person",
- "email":"reza@ddpo.ir",
- "givenName":"Reza",
- "familyName": "Nasri"
+ "@type": "Person",
+ "email": "robbyseymour@gmail.com",
+ "givenName": "Robert",
+ "familyName": "Seymour"
},
{
- "@type":"Person",
- "email":"richard.koehler@outlook.de",
- "givenName":"Richard",
- "familyName": "Koehler"
+ "@type": "Person",
+ "email": "robintibor@gmail.com",
+ "givenName": "Robin Tibor",
+ "familyName": "Schirrmeister"
},
{
- "@type":"Person",
- "email":"rie.acad@gmail.com",
- "givenName":"Riessarius",
- "familyName": "Stargardsky"
+ "@type": "Person",
+ "email": "131315c@gmail.com",
+ "givenName": "Rongfei",
+ "familyName": "Jin"
},
{
- "@type":"Person",
- "email":"r.oostenveld@gmail.com",
- "givenName":"Robert",
- "familyName": "Oostenveld"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Roy Eric",
+ "familyName": "Wieske"
},
{
- "@type":"Person",
- "email":"robbyseymour@gmail.com",
- "givenName":"Robert",
- "familyName": "Seymour"
+ "@type": "Person",
+ "email": "ryan.law@mpi.nl",
+ "givenName": "Ryan",
+ "familyName": "Law"
},
{
- "@type":"Person",
- "email":"robintibor@gmail.com",
- "givenName":"Robin Tibor",
- "familyName": "Schirrmeister"
+ "@type": "Person",
+ "email": "sagung.pai@gmail.com",
+ "givenName": "Sagun",
+ "familyName": "Pai"
},
{
- "@type":"Person",
- "email":"131315c@gmail.com",
- "givenName":"Rongfei",
- "familyName": "Jin"
+ "@type": "Person",
+ "email": "u1265119@unimail.hud.ac.uk",
+ "givenName": "Sam",
+ "familyName": "Perry"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Roy Eric",
- "familyName": "Wieske"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Samuel",
+ "familyName": "Louviot"
},
{
- "@type":"Person",
- "email":"ryan.law@mpi.nl",
- "givenName":"Ryan",
- "familyName": "Law"
+ "@type": "Person",
+ "email": "santiaguzz@gmail.com",
+ "givenName": "Santi",
+ "familyName": "Mart\u00ednez"
},
{
- "@type":"Person",
- "email":"sagung.pai@gmail.com",
- "givenName":"Sagun",
- "familyName": "Pai"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Sawradip",
+ "familyName": "Saha"
},
{
- "@type":"Person",
- "email":"u1265119@unimail.hud.ac.uk",
- "givenName":"Sam",
- "familyName": "Perry"
+ "@type": "Person",
+ "email": "s.mathot@cogsci.nl",
+ "givenName": "Sebastiaan",
+ "familyName": "Mathot"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Samuel",
- "familyName": "Louviot"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Sebastian",
+ "familyName": "Jentschke"
},
{
- "@type":"Person",
- "email":"santiaguzz@gmail.com",
- "givenName":"Santi",
- "familyName": "Martínez"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Sebastian",
+ "familyName": "Major"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Sawradip",
- "familyName": "Saha"
+ "@type": "Person",
+ "email": "sfox@riseup.net",
+ "givenName": "Sebastien",
+ "familyName": "Treguer"
},
{
- "@type":"Person",
- "email":"s.mathot@cogsci.nl",
- "givenName":"Sebastiaan",
- "familyName": "Mathot"
+ "@type": "Person",
+ "email": "sebastian.castano@blbt.uni-freiburg.de",
+ "givenName": "Sebasti\u00e1n",
+ "familyName": "Casta\u00f1o"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Sebastian",
- "familyName": "Jentschke"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Senwen",
+ "familyName": "Deng"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Sebastian",
- "familyName": "Major"
+ "@type": "Person",
+ "email": "s.antopolsky@gmail.com",
+ "givenName": "Sergey",
+ "familyName": "Antopolskiy"
},
{
- "@type":"Person",
- "email":"sfox@riseup.net",
- "givenName":"Sebastien",
- "familyName": "Treguer"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Seth",
+ "familyName": "Bashford"
},
{
- "@type":"Person",
- "email":"sebastian.castano@blbt.uni-freiburg.de",
- "givenName":"Sebastián",
- "familyName": "Castaño"
+ "@type": "Person",
+ "email": "shirazi@ieee.org",
+ "givenName": "Seyed (Yahya)",
+ "familyName": "Shirazi"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Senwen",
- "familyName": "Deng"
+ "@type": "Person",
+ "email": "kesharishresth5@gmail.com",
+ "givenName": "Shresth",
+ "familyName": "Keshari"
},
{
- "@type":"Person",
- "email":"s.antopolsky@gmail.com",
- "givenName":"Sergey",
- "familyName": "Antopolskiy"
+ "@type": "Person",
+ "email": "baral.shristi@gmail.com",
+ "givenName": "Shristi",
+ "familyName": "Baral"
},
{
- "@type":"Person",
- "email":"shirazi@ieee.org",
- "givenName":"Seyed (Yahya)",
- "familyName": "Shirazi"
+ "@type": "Person",
+ "email": "baralshristi@gmail.com",
+ "givenName": "Shristi",
+ "familyName": "Baral"
},
{
- "@type":"Person",
- "email":"kesharishresth5@gmail.com",
- "givenName":"Shresth",
- "familyName": "Keshari"
+ "@type": "Person",
+ "email": "shrutibhale2@gmail.com",
+ "givenName": "Shruti",
+ "familyName": "Bhale"
},
{
- "@type":"Person",
- "email":"baral.shristi@gmail.com",
- "givenName":"Shristi",
- "familyName": "Baral"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Simeon",
+ "familyName": "Wong"
},
{
- "@type":"Person",
- "email":"baralshristi@gmail.com",
- "givenName":"Shristi",
- "familyName": "Baral"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Simeon",
+ "familyName": "Wong"
},
{
- "@type":"Person",
- "email":"shrutibhale2@gmail.com",
- "givenName":"Shruti",
- "familyName": "Bhale"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Simon M",
+ "familyName": "Hofmann"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Simeon",
- "familyName": "Wong"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Simon-Shlomo",
+ "familyName": "Poil"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Simeon",
- "familyName": "Wong"
+ "@type": "Person",
+ "email": "sondre.foslien@gmail.com",
+ "givenName": "Sondre",
+ "familyName": "Foslien"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Simon M",
- "familyName": "Hofmann"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Sourav",
+ "familyName": "Singh"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Simon-Shlomo",
- "familyName": "Poil"
+ "@type": "Person",
+ "email": "varshaa.1616@gmail.com",
+ "givenName": "Srivarsha",
+ "familyName": "Chivukula"
},
{
- "@type":"Person",
- "email":"sondre.foslien@gmail.com",
- "givenName":"Sondre",
- "familyName": "Foslien"
+ "@type": "Person",
+ "email": "stan.chambon@gmail.com",
+ "givenName": "Stanislas",
+ "familyName": "Chambon"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Sourav",
- "familyName": "Singh"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Steinn Hauser",
+ "familyName": "Magn\u00fasson"
},
{
- "@type":"Person",
- "email":"varshaa.1616@gmail.com",
- "givenName":"Srivarsha",
- "familyName": "Chivukula"
+ "@type": "Person",
+ "email": "bethard@email.arizona.edu",
+ "givenName": "Steven",
+ "familyName": "Bethard"
},
{
- "@type":"Person",
- "email":"stan.chambon@gmail.com",
- "givenName":"Stanislas",
- "familyName": "Chambon"
+ "@type": "Person",
+ "email": "s.m.gutstein@gmail.com",
+ "givenName": "Steven M",
+ "familyName": "Gutstein"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Steinn Hauser",
- "familyName": "Magnússon"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Svea Marie",
+ "familyName": "Meyer"
},
{
- "@type":"Person",
- "email":"bethard@email.arizona.edu",
- "givenName":"Steven",
- "familyName": "Bethard"
+ "@type": "Person",
+ "email": "twang5@swarthmore.edu",
+ "givenName": "T",
+ "familyName": "Wang"
},
{
- "@type":"Person",
- "email":"s.m.gutstein@gmail.com",
- "givenName":"Steven M",
- "familyName": "Gutstein"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Tamas",
+ "familyName": "Fehervari"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Svea Marie",
- "familyName": "Meyer"
+ "@type": "Person",
+ "email": "teemu.taivainen@hotmail.fi",
+ "givenName": "Teemu",
+ "familyName": "Taivainen"
},
{
- "@type":"Person",
- "email":"twang5@swarthmore.edu",
- "givenName":"T",
- "familyName": "Wang"
+ "@type": "Person",
+ "email": "tharupahanjayawardana@gmail.com",
+ "givenName": "Tharupahan",
+ "familyName": "Jayawardana"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Tamas",
- "familyName": "Fehervari"
+ "@type": "Person",
+ "email": "tcaswell@gmail.com",
+ "givenName": "Thomas A",
+ "familyName": "Caswell"
},
{
- "@type":"Person",
- "email":"teemu.taivainen@hotmail.fi",
- "givenName":"Teemu",
- "familyName": "Taivainen"
+ "@type": "Person",
+ "email": "thomas.moreau.2010@gmail.com",
+ "givenName": "Thomas",
+ "familyName": "Moreau"
},
{
- "@type":"Person",
- "email":"tharupahanjayawardana@gmail.com",
- "givenName":"Tharupahan",
- "familyName": "Jayawardana"
+ "@type": "Person",
+ "email": "radman.thomas@gmail.com",
+ "givenName": "Thomas",
+ "familyName": "Radman"
},
{
- "@type":"Person",
- "email":"tcaswell@gmail.com",
- "givenName":"Thomas A",
- "familyName": "Caswell"
+ "@type": "Person",
+ "email": "tim.gates@iress.com",
+ "givenName": "Timothy",
+ "familyName": "Gates"
},
{
- "@type":"Person",
- "email":"thomas.moreau.2010@gmail.com",
- "givenName":"Thomas",
- "familyName": "Moreau"
+ "@type": "Person",
+ "email": "TASTONE@mgh.harvard.edu",
+ "givenName": "Tom",
+ "familyName": "Stone"
},
{
- "@type":"Person",
- "email":"radman.thomas@gmail.com",
- "givenName":"Thomas",
- "familyName": "Radman"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Tommy",
+ "familyName": "Clausner"
},
{
- "@type":"Person",
- "email":"tim.gates@iress.com",
- "givenName":"Timothy",
- "familyName": "Gates"
+ "@type": "Person",
+ "email": "toomaserikanijarv@gmail.com",
+ "givenName": "Toomas Erik",
+ "familyName": "Anij\u00e4rv"
},
{
- "@type":"Person",
- "email":"TASTONE@mgh.harvard.edu",
- "givenName":"Tom",
- "familyName": "Stone"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Velu Prabhakar",
+ "familyName": "Kumaravel"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Tommy",
- "familyName": "Clausner"
+ "@type": "Person",
+ "email": "gaobing1230@gmail.com",
+ "givenName": "Vincent",
+ "familyName": "Gao"
},
{
- "@type":"Person",
- "email":"toomaserikanijarv@gmail.com",
- "givenName":"Toomas Erik",
- "familyName": "Anijärv"
+ "@type": "Person",
+ "email": "weixu@mail.bnu.edu.cn",
+ "givenName": "Wei",
+ "familyName": "Xu"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Velu Prabhakar",
- "familyName": "Kumaravel"
+ "@type": "Person",
+ "email": "williamfrancisturner@gmail.com",
+ "givenName": "Will",
+ "familyName": "Turner"
},
{
- "@type":"Person",
- "email":"weixu@mail.bnu.edu.cn",
- "givenName":"Wei",
- "familyName": "Xu"
+ "@type": "Person",
+ "email": "xabier@zuazo.org",
+ "givenName": "Xabier de",
+ "familyName": "Zuazo"
},
{
- "@type":"Person",
- "email":"williamfrancisturner@gmail.com",
- "givenName":"Will",
- "familyName": "Turner"
+ "@type": "Person",
+ "email": "xia@xiaokai.me",
+ "givenName": "Xiaokai",
+ "familyName": "Xia"
},
{
- "@type":"Person",
- "email":"xabier@zuazo.org",
- "givenName":"Xabier de",
- "familyName": "Zuazo"
+ "@type": "Person",
+ "email": "frostime@foxmail.com",
+ "givenName": "Yiping",
+ "familyName": "Zuo"
},
{
- "@type":"Person",
- "email":"xia@xiaokai.me",
- "givenName":"Xiaokai",
- "familyName": "Xia"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Yixiao",
+ "familyName": "Shen"
},
{
- "@type":"Person",
- "email":"frostime@foxmail.com",
- "givenName":"Yiping",
- "familyName": "Zuo"
+ "@type": "Person",
+ "email": "",
+ "givenName": "Young",
+ "familyName": "Truong"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Yixiao",
- "familyName": "Shen"
+ "@type": "Person",
+ "email": "850734033@qq.com",
+ "givenName": "Zhi",
+ "familyName": "Zhang"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"Young",
- "familyName": "Truong"
+ "@type": "Person",
+ "email": "ziyizeng@link.cuhk.edu.cn",
+ "givenName": "Ziyi",
+ "familyName": "ZENG"
},
{
- "@type":"Person",
- "email":"850734033@qq.com",
- "givenName":"Zhi",
- "familyName": "Zhang"
+ "@type": "Person",
+ "email": "btk.codedev@gmail.com",
+ "givenName": "",
+ "familyName": "btkcodedev"
},
{
- "@type":"Person",
- "email":"ziyizeng@link.cuhk.edu.cn",
- "givenName":"Ziyi",
- "familyName": "ZENG"
+ "@type": "Person",
+ "email": "",
+ "givenName": "",
+ "familyName": "buildqa"
},
{
- "@type":"Person",
- "email":"btk.codedev@gmail.com",
- "givenName":"",
- "familyName": "btkcodedev"
+ "@type": "Person",
+ "email": "",
+ "givenName": "",
+ "familyName": "luzpaz"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"",
- "familyName": "buildqa"
+ "@type": "Person",
+ "email": "",
+ "givenName": "",
+ "familyName": "pjdurka"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"",
- "familyName": "luzpaz"
+ "@type": "Person",
+ "email": "gazeux33000@gmail.com",
+ "givenName": "",
+ "familyName": "tcastillo"
},
{
- "@type":"Person",
- "email":"",
- "givenName":"",
- "familyName": "user27182"
+ "@type": "Person",
+ "email": "",
+ "givenName": "",
+ "familyName": "user27182"
}
]
}
diff --git a/environment.yml b/environment.yml
index a872d4732a4..4ef82c86619 100644
--- a/environment.yml
+++ b/environment.yml
@@ -1,4 +1,4 @@
-# THIS FILE IS AUTO-GENERATED BY tools/hooks/update_environment_file.py AND WILL BE OVERWRITTEN
+# THIS FILE IS AUTO-GENERATED BY MNE-TOOLS AND WILL BE OVERWRITTEN
name: mne
channels:
- conda-forge
@@ -20,7 +20,7 @@ dependencies:
- imageio-ffmpeg >=0.4.1
- ipyevents
- ipympl
- - ipython >=2.0,!=8.7.0
+ - ipython !=8.7.0,>=2.0
- ipywidgets
- jinja2 >=3.1
- joblib >=0.8
@@ -36,10 +36,10 @@ dependencies:
- nomkl
- noqt5
- numba >=0.35
- - numpy >=1.26,<3
+ - numpy <3,>=1.26
- openmeeg >=2.5.7
- packaging
- - pandas >=2.2,!=3.0.4
+ - pandas !=3.0.4,>=2.2
- pillow
- pip
- pooch >=1.5
@@ -69,4 +69,4 @@ dependencies:
- xlrd
- pip:
- pymef
- - pyobjc-framework-Cocoa >=5.2.0;platform_system=='Darwin'
+ - pyobjc-framework-Cocoa>=5.2.0; platform_system == "Darwin"
diff --git a/tools/generate_codemeta.py b/tools/generate_codemeta.py
deleted file mode 100644
index a82a521e067..00000000000
--- a/tools/generate_codemeta.py
+++ /dev/null
@@ -1,250 +0,0 @@
-# Authors: The MNE-Python contributors.
-# License: BSD-3-Clause
-# Copyright the MNE-Python contributors.
-
-import subprocess
-from argparse import ArgumentParser
-from datetime import date
-from pathlib import Path
-
-import tomllib
-
-parser = ArgumentParser(description="Generate codemeta.json and CITATION.cff")
-parser.add_argument("release_version", type=str)
-release_version = parser.parse_args().release_version
-
-out_dir = Path(__file__).parents[1]
-
-# NOTE: ../codemeta.json and ../citation.cff should not be continuously
-# updated. Run this script only at release time.
-
-package_name = "MNE-Python"
-release_date = str(date.today())
-commit = subprocess.run(
- ["git", "log", "-1", "--pretty=%H"], capture_output=True, text=True
-).stdout.strip()
-
-# KEYWORDS
-keywords = (
- "MEG",
- "magnetoencephalography",
- "EEG",
- "electroencephalography",
- "fNIRS",
- "functional near-infrared spectroscopy",
- "iEEG",
- "intracranial EEG",
- "eCoG",
- "electrocorticography",
- "DBS",
- "deep brain stimulation",
-)
-
-# add to these as necessary
-compound_surnames = (
- "García Alanis",
- "van Vliet",
- "De Santis",
- "Dupré la Tour",
- "de la Torre",
- "de Jong",
- "de Montalivet",
- "van den Bosch",
- "Van den Bossche",
- "Van Der Donckt",
- "van der Meer",
- "van Harmelen",
- "Visconti di Oleggio Castello",
- "van Es",
-)
-
-
-def parse_name(name):
- """Split name blobs from `git shortlog -nse` into first/last/email."""
- # remove commit count
- _, name_and_email = name.strip().split("\t")
- name, email = name_and_email.split(" <")
- email = email.strip(">")
- email = "" if "noreply" in email else email # ignore "noreply" emails
- name = " ".join(name.split(".")) # remove periods from initials
- # handle compound surnames
- for compound_surname in compound_surnames:
- if name.endswith(compound_surname):
- ix = name.index(compound_surname)
- first = name[:ix].strip()
- last = compound_surname
- return (first, last, email)
- # handle non-compound surnames
- name_elements = name.split()
- if len(name_elements) == 1: # mononyms / usernames
- first = ""
- last = name
- else:
- first = " ".join(name_elements[:-1])
- last = name_elements[-1]
- return (first, last, email)
-
-
-# MAKE SURE THE RELEASE STRING IS PROPERLY FORMATTED
-try:
- split_version = list(map(int, release_version.split(".")))
-except ValueError:
- raise
-msg = (
- "First argument must be the release version X.Y.Z (all integers), "
- f"got {release_version}"
-)
-assert len(split_version) == 3, msg
-
-
-# RUN GIT SHORTLOG TO GET ALL AUTHORS, SORTED BY NUMBER OF COMMITS
-args = ["git", "shortlog", "-nse"]
-result = subprocess.run(args, capture_output=True, text=True)
-lines = result.stdout.strip().split("\n")
-all_names = [parse_name(line) for line in lines if "[bot]" not in line]
-
-
-# CONSTRUCT JSON AUTHORS LIST
-json_authors = [
- f"""{{
- "@type":"Person",
- "email":"{email}",
- "givenName":"{first}",
- "familyName": "{last}"
- }}"""
- for (first, last, email) in all_names
-]
-
-
-# GET OUR DEPENDENCY VERSIONS
-pyproject = tomllib.loads(
- (Path(__file__).parents[1] / "pyproject.toml").read_text("utf-8")
-)
-dependencies = [f"python{pyproject['project']['requires-python']}"]
-dependencies.extend(pyproject["project"]["dependencies"])
-
-# these must be done outside the boilerplate (no \n allowed in f-strings):
-json_authors = ",\n ".join(json_authors)
-dependencies = '",\n "'.join(dependencies)
-json_keywords = '",\n "'.join(keywords)
-
-
-# ASSEMBLE COMPLETE JSON
-codemeta_boilerplate = f"""{{
- "@context": "https://doi.org/10.5063/schema/codemeta-2.0",
- "@type": "SoftwareSourceCode",
- "license": "https://spdx.org/licenses/BSD-3-Clause",
- "codeRepository": "git+https://github.com/mne-tools/mne-python.git",
- "dateCreated": "2010-12-26",
- "datePublished": "2014-08-04",
- "dateModified": "{release_date}",
- "downloadUrl": "https://github.com/mne-tools/mne-python/archive/v{release_version}.zip",
- "issueTracker": "https://github.com/mne-tools/mne-python/issues",
- "name": "{package_name}",
- "version": "{release_version}",
- "description": "{package_name} is an open-source Python package for exploring, visualizing, and analyzing human neurophysiological data. It provides methods for data input/output, preprocessing, visualization, source estimation, time-frequency analysis, connectivity analysis, machine learning, and statistics.",
- "applicationCategory": "Neuroscience",
- "developmentStatus": "active",
- "referencePublication": "https://doi.org/10.3389/fnins.2013.00267",
- "keywords": [
- "{json_keywords}"
- ],
- "programmingLanguage": [
- "Python"
- ],
- "operatingSystem": [
- "Linux",
- "Windows",
- "macOS"
- ],
- "softwareRequirements": [
- "{dependencies}"
- ],
- "author": [
- {json_authors}
- ]
-}}
-""" # noqa E501
-
-
-# WRITE TO FILE
-with open(out_dir / "codemeta.json", "w") as codemeta_file:
- codemeta_file.write(codemeta_boilerplate)
-
-
-# # # # # # # # # # # # # # #
-# GENERATE CITATION.CFF TOO #
-# # # # # # # # # # # # # # #
-message = (
- "If you use this software, please cite both the software itself, "
- "and the paper listed in the preferred-citation field."
-)
-
-# in CFF, multi-word keywords need to be wrapped in quotes
-cff_keywords = (f'"{kw}"' if " " in kw else kw for kw in keywords)
-# make into a bulleted list
-cff_keywords = "\n".join(f" - {kw}" for kw in cff_keywords)
-
-# TODO: someday would be nice to include ORCiD identifiers too
-cff_authors = [
- f" - family-names: {last}\n given-names: {first}"
- if first
- else f" - name: {last}"
- for (first, last, _) in all_names
-]
-cff_authors = "\n".join(cff_authors)
-
-# this ↓↓↓ is the meta-DOI that always resolves to the latest release
-zenodo_doi = "10.5281/zenodo.592483"
-
-# ASSEMBLE THE CFF STRING
-cff_boilerplate = f"""\
-cff-version: 1.2.0
-title: "{package_name}"
-message: "{message}"
-version: {release_version}
-date-released: "{release_date}"
-commit: {commit}
-doi: {zenodo_doi}
-keywords:
-{cff_keywords}
-authors:
-{cff_authors}
-preferred-citation:
- title: "MEG and EEG Data Analysis with MNE-Python"
- journal: "Frontiers in Neuroscience"
- type: article
- year: 2013
- volume: 7
- issue: 267
- start: 1
- end: 13
- doi: 10.3389/fnins.2013.00267
- authors:
- - family-names: Gramfort
- given-names: Alexandre
- - family-names: Luessi
- given-names: Martin
- - family-names: Larson
- given-names: Eric
- - family-names: Engemann
- given-names: Denis A.
- - family-names: Strohmeier
- given-names: Daniel
- - family-names: Brodbeck
- given-names: Christian
- - family-names: Goj
- given-names: Roman
- - family-names: Jas
- given-names: Mainak
- - family-names: Brooks
- given-names: Teon
- - family-names: Parkkonen
- given-names: Lauri
- - family-names: Hämäläinen
- given-names: Matti S.
-"""
-
-# WRITE TO FILE
-with open(out_dir / "CITATION.cff", "w") as cff_file:
- cff_file.write(cff_boilerplate)
diff --git a/tools/github_actions_check_old_env.py b/tools/github_actions_check_old_env.py
deleted file mode 100644
index 92e7049b549..00000000000
--- a/tools/github_actions_check_old_env.py
+++ /dev/null
@@ -1,68 +0,0 @@
-"""Check that the old env being used has the expected versions of dependencies."""
-
-# Authors: The MNE-Python contributors.
-# License: BSD-3-Clause
-# Copyright the MNE-Python contributors.
-
-import importlib
-import sys
-from importlib import metadata
-from pathlib import Path
-
-from packaging.version import Version
-
-project_root = Path(__file__).parent.parent
-
-sys.path.append(project_root / "tools")
-from check_pyproject_helpers import ( # noqa: E402
- get_bad_deps_message,
- get_deps_to_check,
- get_min_pinned_ver,
- raise_bad_deps_messages,
-)
-
-# Get dependencies to check from pyproject.toml
-check_deps = get_deps_to_check()
-
-# Check that the versions in the env match the minimum versions in pyproject.toml
-mod_name_mapping = {"scikit-learn": "sklearn"}
-bad_missing = []
-bad_version = []
-for dep in check_deps:
- mod_name, pyproject_ver = get_min_pinned_ver(dep)
- mod_import_name = mod_name_mapping.get(mod_name, mod_name)
-
- # Need to handle logic for checking Python version vs. module versions differently.
- # For Python, the latest micro version for the major.minor release specified will be
- # used. E.g., if we ask for 3.10 when creating the old env, we will get 3.10.19.
- # However, for modules, uv's `lowest-direct` option will resolve to the lowest
- # major.minor.micro version, even if a micro version isn't specified. E.g., if
- # `pyproject.toml` asks for numpy >= 1.26, the lockfile will have 1.26.0.
- if mod_name == "python":
- env_ver = sys.version_info[:3] # take major, minor, and micro info
- if len(Version(pyproject_ver).release) == 2: # only major and minor specified
- env_ver = env_ver[:2] # only compare major and minor info
- env_ver = ".".join(str(x) for x in env_ver)
- else:
- try:
- importlib.import_module(mod_import_name)
- except Exception as exc:
- bad_missing.append(f"{mod_name}: ({type(exc).__name__}: {exc})")
- continue
- # Not all modules have a __version__ attribute, so use importlib.metadata
- # Also requires the true module name, not the import variant (if different)
- env_ver = metadata.version(mod_name)
-
- if pyproject_ver is None:
- continue # no min version specified, so no check needed
- if Version(env_ver) != Version(pyproject_ver):
- bad_version.append(
- f"{mod_name}: is {env_ver}; {pyproject_ver} expected from `pyproject.toml`"
- )
-
-# Format bad messages and raise if there are any bads
-bad_missing = get_bad_deps_message(bad_missing, "are missing from the environment")
-bad_version = get_bad_deps_message(
- bad_version, "have incorrect versions in the environment"
-)
-raise_bad_deps_messages([bad_missing, bad_version])
diff --git a/tools/github_actions_check_old_lockfile.py b/tools/github_actions_check_old_lockfile.py
deleted file mode 100644
index f86d187c484..00000000000
--- a/tools/github_actions_check_old_lockfile.py
+++ /dev/null
@@ -1,68 +0,0 @@
-"""Check that the old env lockfile has the expected versions of dependencies."""
-
-# Authors: The MNE-Python contributors.
-# License: BSD-3-Clause
-# Copyright the MNE-Python contributors.
-
-import sys
-from pathlib import Path
-
-from packaging.specifiers import Specifier
-from packaging.version import Version
-from tomlkit.toml_file import TOMLFile
-
-project_root = Path(__file__).parent.parent
-
-sys.path.append(project_root / "tools")
-from check_pyproject_helpers import ( # noqa: E402
- get_bad_deps_message,
- get_deps_to_check,
- get_min_pinned_ver,
- raise_bad_deps_messages,
-)
-
-# Get dependencies to check from pyproject.toml
-check_deps = get_deps_to_check()
-
-# Get 'old' lockfile pins for dependencies
-lockfile = TOMLFile(project_root / "tools/pylock.ci-old.toml")
-lockfile_data = lockfile.read()
-python_spec = Specifier(lockfile_data["requires-python"])
-assert python_spec.operator == ">=", (
- f"Expected the Python version specifier in `pylock.ci-old.toml` to be a '>=' "
- f"specifier, but found {python_spec.operator}."
-)
-lockfile_modules = {"python": python_spec.version}
-lockfile_modules.update(
- {mod["name"]: mod["version"] for mod in lockfile_data["packages"]}
-)
-
-# Check that the versions in the lockfile match the minimum versions in pyproject.toml
-mod_name_mapping = {"lazy_loader": "lazy-loader"}
-bad_missing = []
-bad_version = []
-for dep in check_deps:
- mod_name, pyproject_ver = get_min_pinned_ver(dep)
- if pyproject_ver is None:
- continue # no min version specified, so no check needed
- name = mod_name_mapping.get(mod_name, mod_name)
-
- if name not in lockfile_modules.keys():
- bad_missing.append(name)
- continue
- lockfile_ver = lockfile_modules[name]
-
- if Version(lockfile_ver) != Version(pyproject_ver):
- bad_version.append(
- f"lower pin on {name} in `pyproject.toml` is {pyproject_ver}, "
- f"but `pylock.ci-old.toml` has {lockfile_ver}"
- )
-
-# Format bad messages and raise if there are any bads
-bad_missing = get_bad_deps_message(
- bad_missing, "are missing from the `pylock.ci-old.toml` lockfile"
-)
-bad_version = get_bad_deps_message(
- bad_version, "have incorrect versions in the `pylock.ci-old.toml` lockfile"
-)
-raise_bad_deps_messages([bad_missing, bad_version])
diff --git a/tools/github_actions_dependencies.sh b/tools/github_actions_dependencies.sh
index a48ae02b433..13fee17afa3 100755
--- a/tools/github_actions_dependencies.sh
+++ b/tools/github_actions_dependencies.sh
@@ -29,7 +29,7 @@ elif [[ "${MNE_CI_KIND}" == "old" ]]; then
STD_ARGS="--progress-bar off"
echo "::group::Syncing old environment dependencies from lockfile using uv"
uv pip sync ${SCRIPT_DIR}/pylock.ci-old.toml
- uv pip install pip tomlkit ${MNE_QT_BACKEND}
+ uv pip install pip ${MNE_QT_BACKEND}
echo "::endgroup::"
elif [[ "${MNE_CI_KIND}" == "pip-ft" ]]; then
# This one is free-threaded so can't have PySide6/PyQt6 as of 2026/06/16
diff --git a/tools/hooks/update_environment_file.py b/tools/hooks/update_environment_file.py
deleted file mode 100755
index b3f11806bb7..00000000000
--- a/tools/hooks/update_environment_file.py
+++ /dev/null
@@ -1,95 +0,0 @@
-#!/usr/bin/env python
-
-# Authors: The MNE-Python contributors.
-# License: BSD-3-Clause
-# Copyright the MNE-Python contributors.
-
-import re
-from pathlib import Path
-
-import tomllib
-
-repo_root = Path(__file__).resolve().parents[2]
-with open(repo_root / "pyproject.toml", "rb") as fid:
- pyproj = tomllib.load(fid)
-
-# Get our "full" dependences from `pyproject.toml`, but actually ignore the
-# "full-pyqt6" section as it's just "full-noqt" plus PyQt6. Also ignore "full-pyside6"
-# as it's just a redirect to "full".
-ignore = ("full-pyqt6", "full-pyside6")
-deps = set(pyproj["project"]["dependencies"])
-for section, section_deps in pyproj["project"]["optional-dependencies"].items():
- if section not in ignore:
- deps |= set(section_deps)
-recursive_deps = set(d for d in deps if d.startswith("mne["))
-deps -= recursive_deps
-deps |= {"pip", "mamba", "conda", "nomkl", "noqt5"}
-# not on conda-forge
-pip_deps = {"pymef"}
-deps -= pip_deps
-
-
-def remove_spaces(version_spec):
- """Remove spaces in version specs (conda is stricter than pip about this).
-
- https://docs.conda.io/projects/conda/en/latest/user-guide/concepts/pkg-specs.html#package-match-specifications
- """
- return "".join(version_spec.split())
-
-
-def split_dep(dep):
- """Separate package name from version spec."""
- pattern = re.compile(r"([^!=<>]+)?([!=<>].*)?")
- groups = list(pattern.match(dep).groups())
- groups[1] = "" if groups[1] is None else remove_spaces(groups[1])
- return tuple(map(str.strip, groups))
-
-
-# python version
-req_python = remove_spaces(pyproj["project"]["requires-python"])
-
-# split package name from version spec
-translations = dict(neo="python-neo")
-conda_dep_lines = set()
-version_spec_overrides = {
- # Help the solver work faster by specifying these (should be updated periodically):
- "PySide6": "==6.10.2",
- "vtk": "==9.6.0",
-}
-for key in version_spec_overrides:
- assert any(dep.startswith(key) for dep in deps), (
- f"Need to adjust code below if {key} is not a dependency: {deps}"
- )
-for dep in deps:
- package_name, version_spec = split_dep(dep)
- version_spec = version_spec_overrides.get(package_name, version_spec)
- # handle package name differences
- package_name = translations.get(package_name, package_name)
- # C deps that mean we need to upgrade VTK etc.
- # rstrip output line in case `version_spec` == ""
- line = f" - {package_name} {version_spec}".rstrip()
- # use pip for packages needing e.g. `platform_system` or `python_version` triaging
- if ";" in version_spec:
- pip_deps.add(line[4:])
- else:
- conda_dep_lines.add(line)
-
-# prepare the pip dependencies section
-newline = "\n" # python < 3.12 forbids backslash in {} part of f-string
-pip_section = f"""\
- - pip:
-{newline.join(sorted((f" - {dep}" for dep in pip_deps), key=str.casefold))}
-"""
-pip_section = pip_section if len(pip_deps) else ""
-# prepare the env file
-env = f"""\
-# THIS FILE IS AUTO-GENERATED BY {"/".join(Path(__file__).parts[-3:])} AND WILL BE OVERWRITTEN
-name: mne
-channels:
- - conda-forge
-dependencies:
- - python {req_python}
-{newline.join(sorted(conda_dep_lines, key=str.casefold))}
-{pip_section}""" # noqa: E501
-
-(repo_root / "environment.yml").write_text(env)
diff --git a/tools/sync_dependencies.py b/tools/sync_dependencies.py
deleted file mode 100755
index 53f6dfc33f2..00000000000
--- a/tools/sync_dependencies.py
+++ /dev/null
@@ -1,104 +0,0 @@
-#!/usr/bin/env python
-
-# Authors: The MNE-Python contributors.
-# License: BSD-3-Clause
-# Copyright the MNE-Python contributors.
-
-import difflib
-import re
-
-# NB here we use metadata from the latest stable release because this goes in our
-# README, which should apply to the latest release (rather than dev).
-# For oldest supported dev dependencies, see update_environment_file.py.
-from importlib.metadata import metadata
-from pathlib import Path
-
-from mne.utils import _pl, warn
-
-README_PATH = Path(__file__).parents[1] / "README.rst"
-BEGIN = ".. ↓↓↓ BEGIN CORE DEPS LIST. DO NOT EDIT! HANDLED BY PRE-COMMIT HOOK ↓↓↓"
-END = ".. ↑↑↑ END CORE DEPS LIST. DO NOT EDIT! HANDLED BY PRE-COMMIT HOOK ↑↑↑"
-
-CORE_DEPS_URLS = {
- "Python": "https://www.python.org",
- "NumPy": "https://numpy.org",
- "SciPy": "https://scipy.org",
- "Matplotlib": "https://matplotlib.org",
- "Pooch": "https://www.fatiando.org/pooch/latest/",
- "tqdm": "https://tqdm.github.io",
- "Jinja2": "https://palletsprojects.com/p/jinja/",
- "decorator": "https://github.com/micheles/decorator",
- "lazy-loader": "https://pypi.org/project/lazy_loader",
- "packaging": "https://packaging.pypa.io/en/stable/",
-}
-
-
-def _prettify_pin(pin):
- if pin is None:
- return ""
- pins = pin.split(",")
- replacements = {
- "<=": " ≤ ",
- ">=": " ≥ ",
- "<": " < ",
- ">": " > ",
- }
- for old, new in replacements.items():
- pins = [p.replace(old, new) for p in pins]
- pins = reversed(pins)
- return ",".join(pins)
-
-
-# get the dependency info
-py_pin = metadata("mne").get("Requires-Python")
-all_deps = metadata("mne").get_all("Requires-Dist")
-core_deps = [f"python{py_pin}", *[dep for dep in all_deps if "extra ==" not in dep]]
-pattern = re.compile(r"(?P[A-Za-z_\-\d]+)(?P[<>=]+.*)?")
-core_deps_pins = {
- dep["name"]: _prettify_pin(dep["pin"]) for dep in map(pattern.match, core_deps)
-}
-# don't show upper pin on NumPy (not important for users, just devs)
-new_pin = core_deps_pins["numpy"].split(",")
-new_pin.remove(" < 3")
-core_deps_pins["numpy"] = new_pin[0]
-
-# make sure our URLs dict is minimal and complete
-missing_urls = set(core_deps_pins) - {dep.lower() for dep in CORE_DEPS_URLS}
-extra_urls = {dep.lower() for dep in CORE_DEPS_URLS} - set(core_deps_pins)
-update_msg = (
- "please update `CORE_DEPS_URLS` mapping in `tools/hooks/sync_dependencies.py`."
-)
-if missing_urls:
- _s = _pl(missing_urls)
- raise RuntimeError(
- f"Missing URL{_s} for package{_s} {', '.join(missing_urls)}; {update_msg}"
- )
-if extra_urls:
- _s = _pl(extra_urls)
- warn(f"Superfluous URL{_s} for package{_s} {', '.join(extra_urls)}; {update_msg}")
-
-# construct the rST
-core_deps_bullets = [
- f"- `{key} <{url}>`__{core_deps_pins[key.lower()]}"
- for key, url in CORE_DEPS_URLS.items()
-]
-
-# rewrite the README file
-lines = README_PATH.read_text("utf-8").splitlines()
-out_lines = list()
-skip = False
-for line in lines:
- if line.strip() == BEGIN:
- skip = True
- out_lines.append(line)
- out_lines.extend(["", *core_deps_bullets, ""])
- if line.strip() == END:
- skip = False
- if not skip:
- out_lines.append(line)
-new = "\n".join(out_lines) + "\n"
-old = README_PATH.read_text("utf-8")
-if new != old:
- diff = "\n".join(difflib.unified_diff(old.splitlines(), new.splitlines()))
- print(f"Updating {README_PATH} with diff:\n{diff}")
- README_PATH.write_text(new, encoding="utf-8")