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178

375

unknown

109

An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning

bci eeg erp nirs brain ssvep cognitive open-source deep-learning motor-imagery

Created 2017-11-09

823 commits to master branch, last one 4 months ago

EEG-Motor-Imagery-Classification-CNNs-TensorFlow SuperBruceJia

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187

unknown

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EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

eeg esi cnns matlab python eeg-data brain-com tensorflow eeg-signals eeg-analysis motor-imagery tensorflow-models eeg-classification motor-imagery-tasks motor-imagery-training tensorflow-experiments brain-computer-interface motor-imagery-classification convolutional-neural-networks

Created 2019-06-04

18 commits to master branch, last one about a month ago

EEG-ATCNet Altaheri

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154

apache-2.0

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Attention temporal convolutional network for EEG-based motor imagery classification

eeg attention motor-imagery classification multi-head-self-attention convolutional-neural-networks temporal-convolutional-network

Created 2022-08-01

68 commits to main branch, last one 3 days ago

eeg-adapt zhangks98

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unknown

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Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".

cnn eeg deep-learning motor-imagery

Created 2020-03-15

70 commits to master branch, last one about a year ago

TLBCI drwuHUST

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68

unknown

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Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline, Information Sciences...

motor-imagery transfer-learning brain-computer-interface

Created 2020-07-04

24 commits to master branch, last one about a year ago

eeg_mi_dl edw4rdyao

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48

mit

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A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualization & analysis), papers(research and summary), deep learning mode...

bci cnn eeg gcn moabb mne-python bci-systems braindecode transformer motor-imagery eeg-classification eeg-signals-processing motor-imagery-classification

Created 2023-03-07

69 commits to main branch, last one 2 months ago

Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classification High-East

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35

mit

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Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper

bci pytorch motor-imagery classification brain-computer-interface

Created 2021-10-23

22 commits to main branch, last one 2 years ago