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eess.SP2026
Characterization of Speech Imagery in Scalp EEG and Comparison with Motor Imagery
Bob Van Dyck, Liuyin Yang, Qiang Sun +2
Speech imagery is an attractive brain-computer interface paradigm for communication because it is endogenous and intrinsically linguistic. Yet despite growing interest, its dominan…
eess.SP2025
CoMET: A Contrastive-Masked Brain Foundation Model for Universal EEG Representation
Ang Li, Zikai Wang, Liuyin Yang +4
Electroencephalography (EEG) is a non-invasive technique for recording brain activity, widely used in brain-computer interfaces, clinic, and healthcare. Traditional EEG deep models…
eess.SP2025
Bridging BCI and Communications: A MIMO Framework for EEG-to-ECoG Wireless Channel Modeling
Jiaheng Wang, Zhenyu Wang, Tianheng Xu +5
As a method to connect human brain and external devices, Brain-computer interfaces (BCIs) are receiving extensive research attention. Recently, the integration of communication the…