Inter-subject transfer learning for EEG-based mental fatigue recognition

• Published in: Advanced engineering informatics Vol. 46; p. 101157
• Main Authors: Liu, Yisi, Lan, Zirui, Cui, Jian, Sourina, Olga, Müller-Wittig, Wolfgang
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.10.2020
• Subjects: EEG; Mental fatigue recognition; Transfer learning; Transfer learning; EEG; Mental fatigue recognition

Mental fatigue is one of the major factors leading to human errors. To avoid failures caused by mental fatigue, researchers are working on ways to detect/monitor fatigue using different types of signals. Electroencephalography (EEG) signal is one of the most popular methods to recognize mental fatig...