299 citations · 301 across the 7 of their papers we have counts for
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cs.HC2024★ 1 cited
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★ 1 cited
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…
q-bio.NC2024
Contrastive Learning of Shared Spatiotemporal EEG Representations Across Individuals for Naturalistic Neuroscience
Xinke Shen, Lingyi Tao, Xuyang Chen +3
Neural representations induced by naturalistic stimuli offer insights into how humans respond to stimuli in daily life. Understanding neural mechanisms underlying naturalistic stim…