Multi-view brain network classification based on Adaptive Graph Isomorphic Information Bottleneck Mamba

Changxu Dong, Dengdi Sun, Zhenda Yu, Bin Luo

Abstract: Highlights•We propose an adaptive framework that dynamically models and refines brain networks.•The model encodes spatial-temporal information using GIN and Mamba.•Experiments on EEG and fMRI datasets show the AGIIBM’s superior performance.