Aug 2026
HCFT: A Hierarchical Convolutional Fusion Transformer for Cross-Task EEG Decoding.
Electroencephalography (EEG) decoding remains challenging due to the non-stationary nature of neural signals and the limited generalization of existing models across tasks and subjects. To address this challenge, we propose a lightweight and generalizable decoding framework named Hierarchical Convolutional Fusion Trans...
Haodong Zhang, Jiapeng Zhu, Yitong Chen et al.
· IEEE journal of biomedical a... · 0 citations