Detecting slow eye movements using multi-scale one-dimensional convolutional neural network for driver sleepiness detection.

Jiao, Yingying; He, Xiujin; Jiao, Zhuqing

Jiao, Yingying; He, Xiujin; Jiao, Zhuqing.

Afiliação

Jiao Y; Center for Brain-like Computing and Machine Intelligence, Department of Computer Science and Engineering, Shanghai Jiao Tong University, 800 Dong Chuan Road, Shanghai 200240, China. Electronic address: jiaoyingying2020@cczu.edu.cn.
He X; Center for Brain-like Computing and Machine Intelligence, Department of Computer Science and Engineering, Shanghai Jiao Tong University, 800 Dong Chuan Road, Shanghai 200240, China.
Jiao Z; Center for Brain-like Computing and Machine Intelligence, Department of Computer Science and Engineering, Shanghai Jiao Tong University, 800 Dong Chuan Road, Shanghai 200240, China.

J Neurosci Methods ; 397: 109939, 2023 09 01.

Article em En | MEDLINE | ID: mdl-37579794

Assuntos

Movimentos Oculares; Sonolência; Humanos; Rememoração Mental; Redes Neurais de Computação

Palavras-chave

Driver fatigue; Driver sleepiness; Electrooculogram (EOG); One-dimensional convolutional neural network (1D-CNN); Sleep onset period; Slow eye movements

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Movimentos Oculares / Sonolência Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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