Author

Collin Park

University of South Florida

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:benchmarking· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Alyssa B. Price· 1 shared Andrea S. Lowe· 1 shared Dimitri Louis Brunelle· 1 shared Edward Lobarinas· 1 shared Joseph Walton· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

Alyssa B. Price

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1 paper

Recent·Most cited

Validating the Gap-Startle Paradigm for Tinnitus Detection: A Machine Learning Approach in CBA/CaJ Mice

Alyssa B. Price, Dimitri Louis Brunelle, Collin Park, Andrea S. Lowe, Edward Lobarinas, Joseph Walton

This paper validates the gap-startle paradigm for tinnitus detection in mice using machine learning to improve accuracy and address floor effects in GPIAS.

bioRxiv · Sep 9, 2026 · PreprintAnimal Behavior & Cognition