17 citations · 32 across the 6 of their papers we have counts for
3 papers · 1 filter
A Lightweight Domain Adversarial Neural Network Based on Knowledge Distillation for EEG-based Cross-subject Emotion Recognition
Zhe Wang, Yongxiong Wang, Jiapeng Zhang +2
Individual differences of Electroencephalogram (EEG) could cause the domain shift which would significantly degrade the performance of cross-subject strategy. The domain adversaria…
STILN: A Novel Spatial-Temporal Information Learning Network for EEG-based Emotion Recognition
Yiheng Tang, Yongxiong Wang, Xiaoli Zhang +1
The spatial correlations and the temporal contexts are indispensable in Electroencephalogram (EEG)-based emotion recognition. However, the learning of complex spatial correlations…
Temporal-spatial Representation Learning Transformer for EEG-based Emotion Recognition
Zhe Wang, Yongxiong Wang, Chuanfei Hu +2
Both the temporal dynamics and spatial correlations of Electroencephalogram (EEG), which contain discriminative emotion information, are essential for the emotion recognition. Howe…