Cross-Task Mental Workload Recognition Based on EEG Tensor Representation and Transfer Learning

• Main Authors: Kai Guan (Author), Zhimin Zhang (Author), Tao Liu (Author), Haijun Niu (Author)
• 格式: 图书
• 出版: IEEE, 2023-01-01T00:00:00Z.
• 主题: article
• 在线阅读: Connect to this object online.

The accurate evaluation of mental workload of operators in human machine systems is of great significance in ensuring the safety of operators and the correct execution of tasks. However, the effectiveness of EEG based cross-task mental workload evaluation are still unsatisfactory because of the diff...