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

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...

Whakaahuatanga katoa

I tiakina i:
Ngā kaituhi matua: Yuliang Ma, Weicheng Zhao, Ming Meng, Qizhong Zhang, Qingshan She, Jianhai Zhang
Hōputu: Artigo
Reo:Inglês
I whakaputaina: IEEE 2023-01-01
Rangatū:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Ngā marau:
Copula function
electroencephalograph (EEG)
emotion recognition
local tangent space alignment (LTSA)
transfer learning
Urunga tuihono:https://ieeexplore.ieee.org/document/10017294/
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