Author

Goh Kobayashi

Keio UniversityORCID 0009-0002-2778-9163Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Kenji F. TanakaiD· 1 shared Norio TakataiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperNeuroscience

Kenji F. TanakaORCID

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1 paper

Recent·Most cited

NeuroscienceThe Keio Journal of MedicinePeer-reviewedJan 1, 2023

Pupil dynamics-derived sleep stage classification of a head-fixed mouse using a recurrent neural network

Goh Kobayashi, Kenji F. Tanaka, Norio Takata

This paper classifies sleep stages in head-fixed mice using pupil dynamics and an LSTM model, achieving higher accuracy than a feed forward neural network.

8 citations

mouseelectronic health records

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