Author

Dong-Kyum Kim

Institute for Basic ScienceORCID 0000-0001-6630-2181Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:clustering· 1 Assay:imaging· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Changjoon Justin LeeiD· 1 shared GwangSu KimiD· 1 shared Hawoong JeongiD· 1 shared Jea KwoniD· 1 shared Jinhyeong JooiD· 1 shared Meeyoung ChaiD· 1 shared SoHyung Kim· 1 shared Sunpil KimiD· 1 shared

Activity by Year

2021-2024 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 16 mutual co-author links

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1 shared paperNeuroscience

Changjoon Justin LeeORCID

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2 papers

Recent·Most cited

NeuroscienceInternational Journal of Computer VisionPeer-reviewedMay 20, 2024

SUBTLE: An unsupervised platform with temporal link embedding that maps animal behavior

Jea Kwon, Sunpil Kim, Dong-Kyum Kim…·Changjoon Justin Lee

SUBTLE maps animal behavior from 3D action skeletons using an unsupervised framework, achieving superior performance in capturing behavioral repertoires and identifying inter-group differences through temporal representation.

8 citations

NeurosciencebioRxivPreprintOct 27, 2021

Spontaneous emergence of music detectors in a deep neural network

GwangSu Kim, Dong-Kyum Kim, Hawoong Jeong

A deep neural network trained for natural sound detection spontaneously develops music-selective units without explicit music training.

DOI 10.1101/2021.10.27.466049