Author

Takuto Nakata

Kanazawa UniversityORCID 0000-0002-8743-9184Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:mouse· 1

Frequent Co-Authors

Daisuke InoiD· 1 shared Hiroshi HibinoiD· 1 shared Masaaki NishiyamaiD· 1 shared Yudai TanakaiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Daisuke InoORCID

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1 paper

Recent·Most cited

NeurosciencePLoS ONEPeer-reviewedJul 20, 2023

Classification of Multiple Emotional States from Facial Expressions in Mice using a Deep Learning-Based Image Analysis

Yudai Tanaka, Takuto Nakata, Hiroshi Hibino…·Daisuke Ino

This paper develops a deep learning tool to classify three emotional states from mouse facial expressions and demonstrates its accuracy using Gradient-weighted Class Activation Mapping.

13 citations

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