Author

Daiki Nagata

The University of Tokyo

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Organism:C. elegans· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:matrix factorization· 1 Approach:statistical model· 1

Frequent Co-Authors

Hirofumi SatoiD· 1 shared Koyo Kuze· 1 shared Manami Kanamori· 1 shared Moon‐Sun JangiD· 1 shared Ryo YoshidaiD· 1 shared Suzu Oe· 1 shared Takayuki TeramotoiD· 1 shared Takeshi IshiharaiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Hirofumi SatoORCID

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1 paper

Recent·Most cited

Deducing ensemble dynamics and information flow from the whole-brain imaging data

Yu Toyoshima, Hirofumi Sato, Daiki Nagata, Manami Kanamori, Moon‐Sun Jang, Koyo Kuze, Suzu Oe, Takayuki Teramoto, Yuishi Iwasaki, Ryo Yoshida, Takeshi Ishihara, Yuichi Iino

The paper analyzes whole-brain imaging data of C. elegans to decompose neural dynamics and model information flow using time-delay embedding, independent component analysis, and dimensionality reduction techniques.

bioRxiv · Nov 18, 2022 · PreprintNeuroscience