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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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Podrobná bibliografie
Vydáno v:Cogn Neurodyn
Hlavní autoři: Zeng, Hong, Yang, Chen, Dai, Guojun, Qin, Feiwei, Zhang, Jianhai, Kong, Wanzeng
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer Netherlands 2018
Témata:
On-line přístup: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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