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TinyMyo: Update hand gesture classification experiment details#8

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MatteoFasulo wants to merge 2 commits intopulp-bio:mainfrom
MatteoFasulo:patch-1
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TinyMyo: Update hand gesture classification experiment details#8
MatteoFasulo wants to merge 2 commits intopulp-bio:mainfrom
MatteoFasulo:patch-1

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Changed details about the experiments performed.

  • Classification: Ninapro DB5, EPN612, and UCI EMG have been tested with 1 and 5 sec windows @ 200 Hz.
  • Regression: Ninapro DB8 has been tested with 100 and 500 ms windows @ 2000 Hz.

Copilot AI review requested due to automatic review settings February 27, 2026 11:34
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Pull request overview

This pull request updates the experimental details in the TinyMyo model documentation to reflect revised window sizes and sampling rates used for hand gesture classification and kinematic regression experiments.

Changes:

  • Updated classification window sizes from 200 ms to 1 sec (DB5) and 1000 ms to 5 sec (EPN-612, UCI EMG)
  • Added sampling rate information (200 Hz) for classification datasets
  • Updated regression window sizes from 200 ms/1000 ms to 100 ms/500 ms for Ninapro DB8
  • Corrected dataset reference from "NinaPro EPN612 pipeline" to "EPN612 dataset"

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Updated dataset information and performance metrics for hand kinematic regression.
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