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New EEG-Inception architecture for motor imagery - #428

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bruAristimunha merged 13 commits into
braindecode:masterfrom
cedricrommel:eeg-inception-mi
Nov 9, 2022
Merged

New EEG-Inception architecture for motor imagery#428
bruAristimunha merged 13 commits into
braindecode:masterfrom
cedricrommel:eeg-inception-mi

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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

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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              

Comment thread braindecode/models/eeginception_erp.py
Comment thread braindecode/models/eeginception_mi.py Outdated
cedricrommel and others added 2 commits November 8, 2022 09:16
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
@cedricrommel

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Let me know if this is what you had in mind @agramfort

Comment thread braindecode/models/eeginception.py Outdated
Comment thread braindecode/models/eeginception.py Outdated
Comment thread docs/api.rst
@agramfort

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@bruAristimunha @sliwy feel free to merge

Comment thread braindecode/models/eeginception_mi.py Outdated
@cedricrommel
cedricrommel requested a review from sliwy November 9, 2022 10:50

@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