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EEG classification of driver mental states by deep learning

Driver fatigue is attracting more and more attention, as it is the main cause of traffic accidents, which bring great harm to society and families. This paper proposes to use deep convolutional neural networks, and deep residual learning, to predict the mental states of drivers from electroencephalo...

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Detalhes bibliográficos
Publicado no:Cogn Neurodyn
Main Authors: Zeng, Hong, Yang, Chen, Dai, Guojun, Qin, Feiwei, Zhang, Jianhai, Kong, Wanzeng
Formato: Artigo
Idioma:Inglês
Publicado em: Springer Netherlands 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6233328/
https://ncbi.nlm.nih.gov/pubmed/30483367
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11571-018-9496-y
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