Author

Kanishk Jain

Emory UniversityORCID 0009-0001-0333-9494Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Animal Behavior & Cognition· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Assay:behavioral assay· 1 Research Focus:cell type annotation· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Gordon J BermaniD· 2 shared Lena H. TingiD· 1 shared Michael C. RosenbergiD· 1 shared Rajpreet KauriD· 1 shared Taniel S. WinneriD· 1 shared Trisha M. KesariD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 11 mutual co-author links

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2 shared papersAnimal Behavior & Cognition

Gordon J BermanORCID

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2 papers

Recent·Most cited

Animal Behavior & CognitionbioRxivPreprintMay 28, 2026

Using timescale as a state coordinate reveals the metastable geometry of behavior

Rajpreet Kaur, Kanishk Jain, Gordon J Berman

The paper introduces a method to analyze behavior by treating timescale as a state coordinate, revealing metastable basins in nematode and fruit fly behavior.

DOI 10.64898/2026.05.25.727718

behavioral assaystatistical model

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NeurosciencePLoS Computational BiologyPeer-reviewedOct 27, 2023

Discovering individual-specific gait signatures from data-driven models of neuromechanical dynamics

Taniel S. Winner, Michael C. Rosenberg, Kanishk Jain…·Gordon J Berman

This paper introduces a data-driven model to discover individual-specific gait signatures by analyzing neuromechanical dynamics across different gait speeds and conditions.

31 citationstop 1%

humanimaging

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