Hybrid transfer learning strategy for cross-subject EEG emotion recognition
Wei Lu,
Haiyan Liu,
Hua Ma
et al.
Abstract:Emotion recognition constitutes a pivotal research topic within affective computing, owing to its potential applications across various domains. Currently, emotion recognition methods based on deep learning frameworks utilizing electroencephalogram (EEG) signals have demonstrated effective application and achieved impressive performance. However, in EEG-based emotion recognition, there exists a significant performance drop in cross-subject EEG Emotion recognition due to inter-individual differences among subje… Show more
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