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New EEG-Inception architecture for motor imagery #428

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merged 13 commits into from
Nov 9, 2022

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cedricrommel
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I realized that the there are two papers proposing models called EEGInception in the recent literature: one for ERP classification (which is already implemented in braindecode) and another for motor imagery. This PR renames the existing EEG-Inception model for ERP to raise the ambiguity and implements the other architecture for motor-imagery tasks.

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codecov bot commented Nov 7, 2022

Codecov Report

Merging #428 (d1c03d6) into master (1d9a4d2) will increase coverage by 0.53%.
The diff coverage is 100.00%.

@@            Coverage Diff             @@
##           master     #428      +/-   ##
==========================================
+ Coverage   84.28%   84.81%   +0.53%     
==========================================
  Files          46       48       +2     
  Lines        3601     3728     +127     
==========================================
+ Hits         3035     3162     +127     
  Misses        566      566              

cedricrommel and others added 2 commits November 8, 2022 09:16
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
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Let me know if this is what you had in mind @agramfort

braindecode/models/eeginception.py Outdated Show resolved Hide resolved
braindecode/models/eeginception.py Outdated Show resolved Hide resolved
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@bruAristimunha @sliwy feel free to merge

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@sliwy sliwy left a comment

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@cedricrommel great stuff! To me it's ready to merge :)

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Great thanks! I'll merge it then!

@bruAristimunha bruAristimunha merged commit 171e505 into braindecode:master Nov 9, 2022
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4 participants