"functional connectivity" Papers

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BrainFlow: A Holistic Pathway of Dynamic Neural System on Manifold

Zhixuan Zhou, Tingting Dan, Guorong Wu

NeurIPS 2025poster

GeoDynamics: A Geometric State‑Space Neural Network for Understanding Brain Dynamics on Riemannian Manifolds

Tingting Dan, Jiaqi Ding, Guorong Wu

NeurIPS 2025oralarXiv:2601.13570
2
citations

Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry

Antoine Collas, Ce Ju, Nicolas Salvy et al.

NeurIPS 2025posterarXiv:2505.18193
2
citations

Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity

Ali Behrouz, Parsa Delavari, Farnoosh Hashemi

ICML 2024oral