BrainMAP adaptively sequences brain-region graphs, routes them through a Mixture of Experts of Mamba models, and achieves state-of-the-art results on five HCP fMRI benchmarks with saliency-based explanations.
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BrainMAP: Learning Multiple Activation Pathways in Brain Networks
BrainMAP adaptively sequences brain-region graphs, routes them through a Mixture of Experts of Mamba models, and achieves state-of-the-art results on five HCP fMRI benchmarks with saliency-based explanations.