Cognitive State Classification Using Convolutional Neural Networks on Gamma-Band EEG Signals

This study introduces a novel methodology for classifying cognitive states using convolutional neural networks (CNNs) on electroencephalography (EEG) data of 41 students, aimed at streamlining the traditionally labor-intensive analysis procedures utilized in EEGLAB. Concentrating on the 30–40 Hz fre...

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Prif Awduron:	Nuphar Avital, Elad Nahum, Gal Carmel Levi, Dror Malka
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2024-09-01
Cyfres:	Applied Sciences
Pynciau:	EEG CNN gamma band deep learning
Mynediad Ar-lein:	https://www.mdpi.com/2076-3417/14/18/8380
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!