Author

Tom Wallenstein

Yale University

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Neuroscience· 1

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Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

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Andrew BenziD· 1 shared Erica L. BuschiD· 1 shared Guillaume LajoieiD· 1 shared Guy WolfiD· 1 shared Jessie Huang· 1 shared Nicholas B. Turk‐BrowneiD· 1 shared Smita KrishnaswamyiD· 1 shared

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2023-2023 · peak 1/yr

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1 shared paperNeuroscience

Andrew BenzORCID

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1 paper

Recent·Most cited

Multi-view manifold learning of human brain statetrajectories

Erica L. Busch, Jessie Huang, Andrew Benz, Tom Wallenstein, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy, Nicholas B. Turk‐Browne

This paper introduces T-PHATE, a nonlinear manifold learning algorithm for time-series data like fMRI, showing improvements in visualization, classification, and segmentation.

Nature Computational Science · Mar 27, 2023Peer-reviewedNeuroscience