Author

L. Duncker

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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. C. Costacurta· 1 shared J. E. Markowitz· 1 shared S. R. Datta· 1 shared S. W. Linderman· 1 shared W. Gillis· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

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

Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs

J. C. Costacurta, L. Duncker, B. Sheffer, W. Gillis, C. Weinreb, J. E. Markowitz, S. R. Datta, A. H. Williams, 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.

bioRxiv · Jun 10, 2022 · PreprintAnimal Behavior & Cognition