Author

J. C. Costacurta

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Biology Disciplines

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Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:mouse· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

A. H. Williams· 1 shared B. Sheffer· 1 shared C. Weinreb· 1 shared J. E. Markowitz· 1 shared L. Duncker· 1 shared S. R. Datta· 1 shared S. W. Linderman· 1 shared W. Gillis· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

A. H. Williams

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1 paper

Recent·Most cited

Animal Behavior & CognitionbioRxivPreprintJun 10, 2022

Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs

J. C. Costacurta, L. Duncker, B. Sheffer…·S. W. Linderman

This paper introduces warped autoregressive HMMs (WARHMM) to better capture continuous behavioral variability in mice, improving segmentation accuracy and identifying response vigor.

DOI 10.1101/2022.06.10.495690

mouseimaging

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