Personalized visual encoding model construction with small data

Zijin Gu; Keith Jamison; Mert Sabuncu; Amy Kuceyeski

doi:10.1038/s42003-022-04347-z

Communications Biology (Dec 2022)

Personalized visual encoding model construction with small data

Zijin Gu,
Keith Jamison,
Mert Sabuncu,
Amy Kuceyeski

Affiliations

Zijin Gu: School of Electrical and Computer Engineering, Cornell University
Keith Jamison: Department of Radiology, Weill Cornell Medicine
Mert Sabuncu: School of Electrical and Computer Engineering, Cornell University
Amy Kuceyeski: Department of Radiology, Weill Cornell Medicine

DOI: https://doi.org/10.1038/s42003-022-04347-z
Journal volume & issue: Vol. 5, no. 1
pp. 1 – 12

Abstract

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An ensemble encoding approach uses existing individual encoding models with densely-sampled data to predict brain responses to visual stimuli in novel individuals with small amounts of data.

Published in Communications Biology

ISSN: 2399-3642 (Online)
Publisher: Nature Portfolio
Country of publisher: United Kingdom
LCC subjects: Science: Biology (General)
Website: https://www.nature.com/commsbio/

About the journal