Cross-Subject Emotion Recognition Based on Domain Similarity of EEG Signal Transfer Learning

• Main Authors: Yuliang Ma (Author), Weicheng Zhao (Author), Ming Meng (Author), Qizhong Zhang (Author), Qingshan She (Author), Jianhai Zhang (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

For solving the problem of the inevitable decline in the accuracy of cross-subject emotion recognition via Electroencephalograph (EEG) signal transfer learning due to the negative transfer of data in the source domain, this paper offers a new method to dynamically select the data suitable for transf...