TPRO-NET: an EEG-based emotion recognition method reflecting subtle changes in emotion
Xinyi Zhang,
Xiankai Cheng,
Hui Liu
Abstract:Emotion recognition based on Electroencephalogram (EEG) has been applied in various fields, including human–computer interaction and healthcare. However, for the popular Valence-Arousal-Dominance emotion model, researchers often classify the dimensions into high and low categories, which cannot reflect subtle changes in emotion. Furthermore, there are issues with the design of EEG features and the efficiency of transformer. To address these issues, we have designed TPRO-NET, a neural network that takes differe… Show more
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