Cycle Graph Attention Network for Identifying Functional Backbones in Brain Connectivity

This study introduces the Cycle Graph Attention Network (CycGAT), a novel framework designed to delineate the functional backbone within brain functional graphs by filtering out redundant connections that form cycles around this core structure.