A Novel Approach for Automatic Detection of Driver Fatigue Using EEG Signals Based on Graph Convolutional Networks

A Novel Approach for Automatic Detection of Driver Fatigue Using EEG Signals Based on Graph Convolutional Networks

Nowadays, the automatic detection of driver fatigue has become one of the important measures to prevent traffic accidents. For this purpose, a lot of research has been conducted in this field in recent years. However, the diagnosis of fatigue in recent research is binary and has no operational capab...

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Bibliographic Details
Main Authors: Sevda Zafarmandi Ardabili, Soufia Bahmani, Lida Zare Lahijan, Nastaran Khaleghi, Sobhan Sheykhivand, Sebelan Danishvar
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Sensors
Subjects:
deep learning
EEG
fatigue
GAN
GCN
Online Access:https://www.mdpi.com/1424-8220/24/2/364

Internet

https://www.mdpi.com/1424-8220/24/2/364

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