Author

Nobuo Kokubun

The Graduate University for Advanced Studies, SOKENDAIORCID 0000-0002-1363-5545Unclaimed 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:clustering· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Organism:rat· 1

Frequent Co-Authors

Akiko Yamazoe-Umemoto· 1 shared Akinori TakahashiiD· 1 shared Azusa KamikouchiiD· 1 shared Daisuke Takaichi· 1 shared Fumie HiramatsuiD· 1 shared Katsufumi SatoiD· 1 shared Kazuya OharaiD· 1 shared Ken YodaiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Akiko Yamazoe-Umemoto

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1 paper

Recent·Most cited

NeuroscienceFrontiers in NeurosciencePeer-reviewedJun 28, 2019

A hybrid versatile method for state estimation and feature extraction from the trajectory of animal behavior

Shuhei J. Yamazaki, Kazuya Ohara, Kentaro Ito…·Koutarou D. Kimura

This paper introduces a hybrid machine learning method to estimate behavioral states and extract features from low-content animal trajectory data, validated across diverse species and environments.

13 citations

humanmouse

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