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eess.SP2025
LibEMER: A novel benchmark and algorithms library for EEG-based Multimodal Emotion Recognition
Zejun Liu, Yunshan Chen, Chengxi Xie +2
EEG-based multimodal emotion recognition(EMER) has gained significant attention and witnessed notable advancements, the inherent complexity of human neural systems has motivated su…
cs.HC2025
MIND-EEG: Multi-granularity Integration Network with Discrete Codebook for EEG-based Emotion Recognition
Yuzhe Zhang, Chengxi Xie, Huan Liu +2
Emotion recognition using electroencephalogram (EEG) signals has broad potential across various domains. EEG signals have ability to capture rich spatial information related to bra…