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Braindecode is an open-source Python toolbox for decoding raw electrophysiological brain data with deep learning models. It includes dataset fetchers, data preprocessing and visualization tools, as well as implementations of several deep learning architectures and data augmentations for analysis of EEG, ECoG and MEG.
For neuroscientists who want to work with deep learning and deep learning researchers who want to work with neurophysiological data.
Braindecode is developed by the University of Freiburg and INRIA MIND.
Braindecode is compatible with the MNE, Skorch, PyTorch ecosystems.