2 papers
cs.HC2024
Dynamic-Attention-based EEG State Transition Modeling for Emotion Recognition
Xinke Shen, Runmin Gan, Kaixuan Wang +5
Electroencephalogram (EEG)-based emotion decoding can objectively quantify people's emotional state and has broad application prospects in human-computer interaction and early dete…
eess.SP2024
A Contrastive Learning Based Convolutional Neural Network for ERP Brain-Computer Interfaces
Yuntian Cui, Xinke Shen, Dan Zhang +1
ERP-based EEG detection is gaining increasing attention in the field of brain-computer interfaces. However, due to the complexity of ERP signal components, their low signal-to-nois…