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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...

Täydet tiedot

Tallennettuna:
Päätekijät: Siwar Chaabene, Bassem Bouaziz, Amal Boudaya, Anita Hökelmann, Achraf Ammar, Lotfi Chaari
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI AG 2021-03-01
Sarja:Sensors
Aiheet:
drowsiness detection
EEG signals
<i>Emotiv EPOC</i><sup>+</sup>
deep learning
data augmentation
convolutional neural networks
Linkit:https://www.mdpi.com/1424-8220/21/5/1734
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