Author

Hamidreza Abbaspourazad

University of Southern CaliforniaORCID 0000-0002-2049-9588Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:trajectory inference· 2 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Bijan PesaraniD· 2 shared Maryam Modir ShanechiiD· 2 shared Eray ErturkiD· 1 shared Omid G. SaniiD· 1 shared Yan T. WongiD· 1 shared

Activity by Year

2020-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 8 mutual co-author links

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2 shared papersNeuroscience

Bijan PesaranORCID

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2 papers

Recent·Most cited

Dynamical flexible inference of nonlinear latent structures in neural population activity

Hamidreza Abbaspourazad, Eray Erturk, Bijan Pesaran, Maryam Modir Shanechi

DFINE infers nonlinear latent structures in neural population activity, achieving flexible inference and better prediction of behavior and neural activity.

bioRxiv · Mar 13, 2023 · PreprintNeuroscience

Modeling behaviorally relevant neural dynamics enabled by preferential subspace identification (PSID)

Omid G. Sani, Hamidreza Abbaspourazad, Yan T. Wong, Bijan Pesaran, Maryam Modir Shanechi

This paper introduces PSID, a method to dissociate behaviorally relevant neural dynamics from irrelevant ones, revealing lower-dimensional and more predictive dynamics in monkey motor tasks.

Nature Neuroscience · Nov 9, 2020Peer-reviewedNeuroscience