EEG-based cross-subject mental fatigue recognition

• Main Authors: Liu, Yisi, Lan, Zirui, Cui, Jian, Sourina, Olga, Müller-Wittig, Wolfgang
• Other Authors: 2019 International Conference on Cyberworlds (CW)
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Machine Learning; Fatigue
• Online Access: https://hdl.handle.net/10356/145972
• Institution: Nanyang Technological University

Mental fatigue is common at work places, and it can lead to decreased attention, vigilance and cognitive performance, which is dangerous in the situations such as driving, vessel maneuvering, etc. By directly measuring the neurophysiological activities happening in the brain, electroencephalography...