Author

B. F. Grewe

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Biology Disciplines

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Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:rat· 1

Frequent Co-Authors

C. Schälppi· 1 shared F. Akyol· 1 shared J. Bohacek· 1 shared L. M. von Ziegler· 1 shared O. Sturman· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

C. Schälppi

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1 paper

Recent·Most cited

Deep learning based behavioral analysis enables high precision rodent tracking and is capable of outperforming commercial solutions

O. Sturman, L. M. von Ziegler, C. Schälppi, F. Akyol, B. F. Grewe, J. Bohacek

This paper compares deep learning-based behavioral analysis to commercial solutions, showing it achieves similar or higher accuracy in tracking and scoring ethologically relevant behaviors.

bioRxiv · Jan 21, 2020Animal Behavior & Cognition