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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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Detaylı Bibliyografya
Yayımlandı:Cogn Neurodyn
Asıl Yazarlar: Zeng, Hong, Yang, Chen, Dai, Guojun, Qin, Feiwei, Zhang, Jianhai, Kong, Wanzeng
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Springer Netherlands 2018
Konular:
Online Erişim: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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