EEG-based fatigue recognition using deep learning techniques

• Main Author: Chua, Zhong Sheng
• Other Authors: Alex Chichung Kot
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/157409
• Institution: Nanyang Technological University

Fatigued driving has always been a factor for traffic accidents, and it has prompted an interest in detecting driver’s fatigue. A variety of methods has been proposed and Electroencephalogram (EEG)-based mental state analysis is a reliable and effective way to detect fatigue. With the advancement of...