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A convolutional neural network for steady state visual evoked potential classification under ambulatory environment

The robust analysis of neural signals is a challenging problem. Here, we contribute a convolutional neural network (CNN) for the robust classification of a steady-state visual evoked potentials (SSVEPs) paradigm. We measure electroencephalogram (EEG)-based SSVEPs for a brain-controlled exoskeleton u...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Kwak, No-Sang, Müller, Klaus-Robert, Lee, Seong-Whan
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5321422/
https://ncbi.nlm.nih.gov/pubmed/28225827
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0172578
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