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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Cogn Neurodyn
Hauptverfasser: Zeng, Hong, Yang, Chen, Dai, Guojun, Qin, Feiwei, Zhang, Jianhai, Kong, Wanzeng
Format: Artigo
Sprache:Inglês
Veröffentlicht: Springer Netherlands 2018
Schlagworte:
Online Zugang: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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