Multisource Wasserstein Adaptation Coding Network for EEG emotion recognition

• Published in: Biomedical signal processing and control Vol. 76; p. 103687
• Main Authors: Zhu, Lei, Ding, Wangpan, Zhu, Jieping, Xu, Ping, Liu, Yian, Yan, Ming, Zhang, Jianhai
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.07.2022
• Subjects: Deep learning; Domain adaptation; EEG; Emotion recognition; Transfer learning; Deep learning; Domain adaptation; Emotion recognition; Transfer learning; EEG

•A novel model is proposed to adapt multisource domain distribution.•The proposed model obtains better results than existing methods.•The model shows good performance on the most challenging domain adaptation tasks. Emotion recognition has an important application in human–computer interaction (HCI)...