Author

Sanghyun Yi

California Institute of TechnologyORCID 0000-0003-1274-6523Unclaimed 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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Organism:human· 2 Assay:imaging· 2 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

John P. O’DohertyiD· 2 shared Iman A. WahleiD· 1 shared Kiyohito IigayaiD· 1 shared Koranis TanwisuthiD· 1 shared

Activity by Year

2020-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersNeuroscience

John P. O’DohertyORCID

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2 papers

Recent·Most cited

NeuroscienceNature CommunicationsPeer-reviewedJan 8, 2026

Computational and neural mechanisms underlying the influence of action affordances on value learning

Sanghyun Yi, John P. O’Doherty

The paper investigates how action affordances influence value-based learning by analyzing human behavior and fMRI data using computational models.

2 citations

𝕏 PostBluesky

NeurosciencebioRxivPreprintFeb 9, 2020

Aesthetic preference for art emerges from a weighted integration over hierarchically structured visual features in the brain

Kiyohito Iigaya, Sanghyun Yi, Iman A. Wahle…·John P. O’Doherty

This study shows that human aesthetic preferences for art can be predicted by integrating hierarchically structured visual features in the brain across individuals.

35 citations

𝕏 PostBluesky