CM-FusionNet: A cross-modal fusion fatigue detection method based on electroencephalogram and electrooculogram

• Published in: Computers & electrical engineering Vol. 123; p. 110204
• Main Authors: Huang, Fuzhong, Yang, Chunfeng, Weng, Wei, Chen, Zelong, Zhang, Zhenchang
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.04.2025
• Subjects: Channel attention; Cross-modal fusion; Electroencephalogram; Electrooculogram; Fatigue detection; Fatigue detection; Electrooculogram; Channel attention; Electroencephalogram; Cross-modal fusion
• ISSN: 0045-7906
• DOI: 10.1016/j.compeleceng.2025.110204

Mental fatigue detection plays an important role in preventing fatigue-related diseases and reducing traffic accidents caused by mental exhaustion. In this effort, existing studies have presented interesting results by using physiological signals. However, most works focus primarily on single physio...