Author

S. R. O. Nilsson

University of Washington

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· 2

Signature Assays, Organisms & Methods

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Organism:mouse· 2 Assay:behavioral assay· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:development & morphogenesis· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

B. S. Bentzley· 1 shared Catalin MitelutiD· 1 shared D. Lin· 1 shared Dan H. SanesiD· 1 shared H. R. Wright· 1 shared J. J. Choong· 1 shared Jingjie LiiD· 1 shared M Gonçalves· 1 shared

Activity by Year

2020-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

B. S. Bentzley

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2 papers

Recent·Most cited

Animal Behavior & CognitionbioRxivPreprintNov 10, 2023

A behavioral roadmap for the development of agency in the rodent

Catalin Mitelut, Marielisa Diez Castro, Rachel R. Peterson…·Dan H. Sanes

The paper tracks behavioral development in gerbils using machine learning to identify distinct trajectories for food/water acquisition, exploration, and social behaviors, correlating with neural maturation.

DOI 10.1101/2023.11.10.566632

mousebehavioral assay

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Animal Behavior & CognitionbioRxivApr 19, 2020

Simple Behavioral Analysis (SimBA): an open source toolkit for computer classification of complex social behaviors in experimental animals

S. R. O. Nilsson, N. L. Goodwin, J. J. Choong…·S. A. Golden

SimBA provides an open-source toolkit for automated classification of rodent social behaviors using machine learning, offering high accuracy and ease of use without requiring specialized hardware or programming knowledge.

DOI 10.1038/s41593-024-01649-9

mouserat

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