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Deep learning with convolutional neural networks for EEG decoding and visualization

Deep learning with convolutional neural networks (deep ConvNets) has revolutionized computer vision through end‐to‐end learning, that is, learning from the raw data. There is increasing interest in using deep ConvNets for end‐to‐end EEG analysis, but a better understanding of how to design and train...

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Bibliographic Details
Published in:Hum Brain Mapp
Main Authors: Schirrmeister, Robin Tibor, Springenberg, Jost Tobias, Fiederer, Lukas Dominique Josef, Glasstetter, Martin, Eggensperger, Katharina, Tangermann, Michael, Hutter, Frank, Burgard, Wolfram, Ball, Tonio
Format: Artigo
Language:Inglês
Published: John Wiley and Sons Inc. 2017
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5655781/
https://ncbi.nlm.nih.gov/pubmed/28782865
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/hbm.23730
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