Author

V. N. Murthy

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· 4

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Approach:experimental assay· 2 Assay:imaging· 2 Assay:behavioral assay· 1 Research Focus:clustering· 1 Organism:mouse· 1 Research Focus:synaptic & neural circuits· 1

Frequent Co-Authors

A. Iyer· 1 shared A. Mathis· 1 shared C. Dulac· 1 shared D. Soberanes· 1 shared F. Giardina· 1 shared G. Feng· 1 shared G. Lauder· 1 shared G. P. Srinivasa Gopalakrishnan· 1 shared

Activity by Year

2018-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 14 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

A. Iyer

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Author profile →

4 papers

Recent·Most cited

Adaptive algorithms for shaping behavior

W. L. Tong, A. Iyer, V. N. Murthy, G. Reddy

This paper develops a machine learning framework for shaping animal behavior using adaptive algorithms that alternate between simpler and harder tasks to optimize learning.

bioRxiv · Dec 3, 2023Animal Behavior & Cognition

Multi-animal pose estimation and tracking with DeepLabCut

J. Lauer, M. Zhou, S. Ye, W. Menegas, T. Nath, M. M. Rahman, V. Di Santo, D. Soberanes, G. Feng, V. N. Murthy, G. Lauder, C. Dulac, M. W. Mathis, A. Mathis

The paper enhances DeepLabCut for multi-animal pose estimation and tracking by adding identity prediction and robust assembly features, validated on four benchmark datasets.

Nature Methods · Apr 12, 2022Peer-reviewedAnimal Behavior & Cognition

Cooperative escape in ants and robots

G. P. Srinivasa Gopalakrishnan, S. Mandal, F. Giardina, J. Kennedy, V. N. Murthy, L. Mahadevan

This study examines cooperative escape behavior in ants and robots, showing how simple rules lead to collective problem-solving in dynamic environments.

bioRxiv · Jul 12, 2021Animal Behavior & Cognition

Carpenter ants use diverse antennae sampling strategies to track odor trails

R. W. Draft, M. R. McGill, V. Kapoor, V. N. Murthy

This study uses high-resolution videography to show carpenter ants use distinct antennae sampling strategies for odor trail tracking, with non-redundant roles for left and right antennae.

bioRxiv · May 21, 2018Animal Behavior & Cognition