Yufei Qiao

Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding

Emotion recognition from EEG signals is crucial for understanding complex brain dynamics. Existing methods typically rely on static frequency bands and graph convolutional networks (GCNs) to model brain connectivity. However, EEG signals are inherently non-stationary and exhibit substantial individu