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from biosensors python signal processing neuroscience eeg openbci ecg muse emg bci biosensors brain computer interface biosignals eeg analysis brain control brain machine interface emg signal biosensor brainflow updated may 31 2026 c vlawhern arl eegmodels star 1 5k code issues pull requests this is the army research laboratory arl eegmodels project a collection of convolutional neural network cnn models for eeg signal classification using keras and tensorflow deep learning tensorflow keras eeg convolutional neural networks brain computer interface event related potentials time series classification eeg classification sensory motor rhythm updated may 2 2022 python neurotechx moabb star 1k code issues pull requests mother of all bci benchmarks machine learning neuroscience eeg bci brain computer interface bci benchmarks updated jul 15 2026 python pyriemann pyriemann star 769 code issues pull requests machine learning for multivariate data through the riemannian geometry of positive definite matrices in python python machine learning statistics time series signal processing image processing eeg remote sensing brain computer interface covariance matrix positive definite matrices covariance estimation riemannian geometry radar image symmetric matrices hermitian matrices updated jul 18 2026 python snailpt ctnet star 450 code issues pull requests ctnet a convolutional transformer network for eeg based motor imagery classification cnn transformer attention bci brain computer interface eeg analysis motor imagery eeg classification ctnet eeg transformer mi eeg eeg decoding mi eeg classification conv transformer updated mar 21 2026 jupyter notebook aliasvishnu eegnet star 381 code issues pull requests old version pytorch implementation of eegnet a compact convolutional network for eeg based brain computer interfaces https arxiv org pdf 1611 08024 pdf pytorch convolutional neural networks bci speller brain computer interface p300 eeg analysis eeg classification eegnet updated jul 10 2019 jupyter notebook sentdex bci star 350 code issues pull requests brain computer interface stuff bci brain computer interface updated oct 25 2022 python urish muse js star 306 code issues pull requests muse 2016 eeg headset javascript library using web bluetooth eeg typescript library web bluetooth eeg data bci brain computer interface eeg headband eeg headset brain connectivity updated sep 25 2024 typescript superbrucejia eeg motor imagery classification cnns tensorflow star 246 code issues pull requests discussions eeg motor imagery tasks classification by channels via convolutional neural networks cnns based on tensorflow python tensorflow matlab eeg eeg signals esi tensorflow experiments convolutional neural networks eeg data brain computer interface motor imagery classification tensorflow models motor imagery training cnns eeg analysis motor imagery eeg classification brain com motor imagery tasks updated may 20 2024 python mikewangwzhl eeg to text star 229 code issues pull requests code for aaai2022 paper open vocabulary electroencephalography to text decoding and zero shot sentiment classification language sentiment analysis bart eeg signals language model brain computer interface bert eeg classification updated jun 30 2024 python timeflux timeflux star 188 code issues pull requests discussions the programming interface for your body and mind signal processing eda eeg ecg emg bci biosensors brain computer interface ppg biosignals gsr brain control brain machine interface bci speller timeflux updated dec 4 2024 python ambitious octopus mi eeg 1d cnn star 176 code issues pull requests a new approach based on a 10 layer one dimensional convolution neural network 1d cnn to classify five brain states four mi classes plus a baseline class using a data augmentation algorithm and a limited number of eeg channels paper https doi org 10 1088 1741 2552 ac4430 neuroscience artificial neural networks brain computer interface updated may 30 2022 python ronanb96 low cost eeg based bci star 167 code issues pull requests low cost electroencephalogram based brain computer interface eeg ecg electroencephalography emg bci brain computer interface nucleo eog electroencephalogram bioamplifier updated sep 6 2025 c cambi tech bcipy star 153 code issues pull requests discussions python brain computer interface software python signal processing data acquisition python3 eeg language model bci brain computer interface updated jun 18 2026 python atonkamanda awesome ai brain computer interface star 112 code issues pull requests must read papers on machine learning deep learning reinforcement learning and other learning methods for brain computer interfaces machine learning awesome deep neural networks reinforcement learning deep learning robotics deep reinforcement learning awesome list bci neural brain computer interface awesome lists bci systems awesome readme neural interfaces updated nov 2 2024 kimuyen convlstm pytorch star 110 code issues pull requests implementation of convlstm in pytorch applied for bci brain machine interface following paper convolutional lstm network a machine learning approach for precipitation nowcasting pytorch bci brain computer interface convlstm convlstm pytorch convlstm network bci decoder updated jan 26 2021 python ntx mcgill neurotechx mcgill 2019 star 106 code issues pull requests a wheelchair controlled by eeg brain signals and enhanced with assisted driving eeg brain computer interface updated dec 9 2022 python mickcrosse mtrf toolbox star 105 code issues pull requests a matlab package for modelling multivariate stimulus response data ridge regression bci system identification brain computer interface bmi trf brain machine interface neural decoding stimulus response correlation temporal response function strf neural interface updated sep 12 2025 matlab iobt vistec min2net star 105 code issues pull requests end to end multi task learning for subject independent motor imagery eeg classification ieee transactions on biomedical engineering machine learning deep learning dml eeg ae autoencoder bci brain computer interface deep metric learning multi task learning eeg classification updated may 30 2025 python wzhlearning fnirs transformer star 97 code issues pull requests transformer based fnirs classification paper transformer model for functional near infrared spectroscopy classification pytorch dataset transformer deep learning algorithms classification brain computer interface fnirs updated may 23 2026 python load more improve this page add a description image and links to the brain computer interface topic page so that developers can more easily learn about it curate this topic add this topic to your repo to associate your repository with the brain computer interface topic visit your repo s landing page and select manage topics learn more footer 2026 github inc footer navigation terms privacy security status community docs contact manage cookies do not share my personal 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