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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Bibliografische gegevens
Gepubliceerd in:Hum Brain Mapp
Hoofdauteurs: Schirrmeister, Robin Tibor, Springenberg, Jost Tobias, Fiederer, Lukas Dominique Josef, Glasstetter, Martin, Eggensperger, Katharina, Tangermann, Michael, Hutter, Frank, Burgard, Wolfram, Ball, Tonio
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: John Wiley and Sons Inc. 2017
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Research Articles
Online toegang: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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