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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. · 0 citations

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