Deep Invertible Networks for EEG-based brain-signal decoding

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Jul 17, 2019
Robin Tibor Schirrmeister, Tonio Ball
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In this manuscript, we investigate deep invertible networks for EEG-based brain signal decoding and find them to generate realistic EEG signals as well as classify novel signals above chance. Further ideas for their regularization towards better decoding accuracies are discussed.

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