SlepNet replaces graph Fourier harmonics with learned Slepian harmonics concentrated in learned subgraphs and reports classification and representation gains on fMRI and traffic data.
Graph neural networks in brain connectivity studies: Methods, challenges, and future directions
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SlepNet: Spectral Subgraph Representation Learning for Neural Dynamics
SlepNet replaces graph Fourier harmonics with learned Slepian harmonics concentrated in learned subgraphs and reports classification and representation gains on fMRI and traffic data.