Author

Arthur Pellegrino

InsermORCID 0009-0007-1849-575XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

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Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Approach:statistical model· 1

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Heike SteiniD· 1 shared N. Alex Cayco-GajiciD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperNeuroscience

Heike SteinORCID

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1 paper

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NeuroscienceNature NeurosciencePeer-reviewedMay 6, 2024

Disentangling Mixed Classes of Covariability in Large-Scale Neural Data

Arthur Pellegrino, Heike Stein, N. Alex Cayco-Gajic

This paper introduces sliceTCA, a new unsupervised dimensionality reduction method for neural data tensors, showing it captures more task-relevant structure with fewer components than traditional methods.

26 citationstop 3%

electronic health recordsstatistical model

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