Cross-Task Cognitive Workload Recognition Based on EEG and Domain Adaptation

• Main Authors: Yueying Zhou (Author), Ziming Xu (Author), Yifan Niu (Author), Pengpai Wang (Author), Xuyun Wen (Author), Xia Wu (Author), Daoqiang Zhang (Author)
• Format: Book
• Published: IEEE, 2022-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Cognitive workload recognition is pivotal to maintain the operator’s health and prevent accidents in the human-robot interaction condition. So far, the focus of workload research is mostly restricted to a single task, yet cross-task cognitive workload recognition has remained a challenge....