Search Results for author: Paul J. Laurienti

Found 2 papers, 0 papers with code

Entropic Causal Inference for Neurological Applications

no code implementations8 Oct 2020 Jeremie Fish, Alexander DeWitt, Abd AlRahman R. AlMomani, Paul J. Laurienti, Erik Bollt

The ultimate goal of cognitive neuroscience is to understand the mechanistic neural processes underlying the functional organization of the brain.

Causal Inference

Learning Common Harmonic Waves on Stiefel Manifold -- A New Mathematical Approach for Brain Network Analyses

no code implementations1 Jul 2020 Jiazhou Chen, Guoqiang Han, Hongmin Cai, Defu Yang, Paul J. Laurienti, Martin Styner, Guorong Wu, Alzheimer's Disease Neuroimaging Initiative ADNI

To that end, we propose a novel connectome harmonic analysis framework to provide enhanced mathematical insights by detecting frequency-based alterations relevant to brain disorders.

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