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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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Principais autores: Siwar Chaabene, Bassem Bouaziz, Amal Boudaya, Anita Hökelmann, Achraf Ammar, Lotfi Chaari
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2021-03-01
Serier:Sensors
Fag:
drowsiness detection
EEG signals
<i>Emotiv EPOC</i><sup>+</sup>
deep learning
data augmentation
convolutional neural networks
Online adgang:https://www.mdpi.com/1424-8220/21/5/1734
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