Author

S. Mihalas

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Biology Disciplines

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Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

D. R. Ollerenshaw· 1 shared I. Magrans de Abril· 1 shared M. E. Garrett· 1 shared P. A. Groblewski· 1 shared S. Olsen· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

D. R. Ollerenshaw

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1 paper

Recent·Most cited

Quantifying and Modelling Transfer Learning in Mice Between Consecutive Training Stages of a Change Detection Task

I. Magrans de Abril, M. E. Garrett, D. R. Ollerenshaw, P. A. Groblewski, S. Olsen, S. Mihalas

This paper studies transfer learning in mice during a change detection task, finding that performance drops when transitioning to more complex stages and proposing a cognitive model based on deep Q learning with representation remapping.

bioRxiv · Dec 19, 2019 · PreprintAnimal Behavior & Cognition