Oct 2026
TSMCA-Net: A Multi-Granular Cross-Attention Framework for Cross-Session EEG-fNIRS Decoding.
TSMCA-Net decomposes multimodal interactions into three complementary views-temporal-spatial (TS), temporal-modal (TM), and spatial-modal (SM) through structured multi-view factorization that separates heterogeneous dependency axes while preserving cross-branch information sharing.
Tao Zheng, Yong-Tao Zhou, Mu-Zi Xu et al.
· IEEE Transactions on Medical... · 0 citations