Multi-source self-guided domain adaptation framework for EEG-based emotion recognition
Med Biol Eng Comput
.
2025 Dec 10.
doi: 10.1007/s11517-025-03479-8.
Online ahead of print.
Authors
Ying Tan
1
,
Binghua Li
2
,
Zhe Sun
3
,
Feng Duan
4
,
Jordi Solé-Casals
5
6
Affiliations
1
Tianjin Key Laboratory of Interventional Brain-Computer Interface and Intelligent Rehabilitation, Nankai University, Tianjin, 300350, China.
2
Graduate School of Engineering, Tokyo University of Agriculture and Technology, Tokyo, 1838538, Japan.
3
Faculty of Health Data Science, Juntendo University, Tokyo, 1138421, Japan. z.sun.kc@juntendo.ac.jp.
4
Tianjin Key Laboratory of Interventional Brain-Computer Interface and Intelligent Rehabilitation, Nankai University, Tianjin, 300350, China. duanf@nankai.edu.cn.
5
Data and Signal Processing Research Group, University of Vic-Central University of Catalonia, Catalonia, Vic, 08500, Spain.
6
Department of Psychiatry, University of Cambridge, Cambridge, CB2 2QQ, United Kingdom.
PMID:
41369883
DOI:
10.1007/s11517-025-03479-8
No abstract available
Keywords:
Domain adaptation; Electroencephalogram; Emotion recognition; Transfer learning.
Grants and funding
No. 2025YFE0107700/National Key R&D Program of China
No. 24ZXYXSY00140/Tianjin Science and Technology Plan Project