Convolutional Neural Network for Drowsiness Detection Using EEG Signals

Drowsiness detection (DD) has become a relevant area of active research in biomedical signal processing. Recently, various deep learning (DL) researches based on the EEG signals have been proposed to detect fatigue conditions. The research presented in this paper proposes an EEG classification syste...

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Bibliografski detalji

Glavni autori:	Siwar Chaabene, Bassem Bouaziz, Amal Boudaya, Anita Hökelmann, Achraf Ammar, Lotfi Chaari
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2021-03-01
Serija:	Sensors
Teme:	drowsiness detection EEG signals <i>Emotiv EPOC</i><sup>+</sup> deep learning data augmentation convolutional neural networks
Online pristup:	https://www.mdpi.com/1424-8220/21/5/1734
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