Author

Allen S. Yin

Meta (United States)ORCID 0000-0002-0782-4665Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Assay:field survey / ecological data· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Adam T. EggebrechtiD· 1 shared Alexandra M. SvobodaiD· 1 shared Edward J. RichteriD· 1 shared Emily M. MugleriD· 1 shared Jason W. TrobaughiD· 1 shared Joseph P. CulveriD· 1 shared Kalyan TripathyiD· 1 shared Laurent IttiiD· 1 shared

Activity by Year

2019-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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1 shared paperBioengineering

Adam T. EggebrechtORCID

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2 papers

Recent·Most cited

BioengineeringbioRxivPreprintNov 27, 2023

Identifying Naturalistic Movies from Human Brain Activity with High-Density Diffuse Optical Tomography

Zachary E. Markow, Kalyan Tripathy, Alexandra M. Svoboda…·Joseph P. Culver

This study uses HD-DOT to decode naturalistic movie content from brain activity with accuracy above chance, demonstrating its potential for non-invasive, real-world applications.

5 citations

humanfield survey / ecological data

𝕏 PostBluesky

NeurosciencebioRxivPreprintOct 24, 2019

Interactions of encoding and decoding problems to understand motor control

Shixian Wen, Allen S. Yin, Zheng Li, Laurent Itti

This paper develops a deep learning-based encoding model to synthesize neural data from kinematics, improving decoding performance in brain-computer interfaces.

DOI 10.1101/811356

deep learning

𝕏 PostBluesky