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cs.LG2025
MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding
Yuxiang Wei, Yanteng Zhang, Xi Xiao +3
Decoding visual experiences from fMRI offers a powerful avenue to understand human perception and develop advanced brain-computer interfaces. However, current progress often priori…
cs.LG2025
BRIEF: BRain-Inspired network connection search with Extensive temporal feature Fusion enhances disease classification
Xiangxiang Cui, Min Zhao, Dongmei Zhi +3
Existing deep learning models for functional MRI-based classification have limitations in network architecture determination (relying on experience) and feature space fusion (mostl…