Distinct contributions of functional and deep neural network features to representational similarity of scenes in human brain and behavior

Distinct contributions of functional and deep neural network features to representational similarity of scenes in human brain and behavior

Inherent correlations between visual and semantic features in real-world scenes make it difficult to determine how different scene properties contribute to neural representations. Here, we assessed the contributions of multiple properties to scene representation by partitioning the variance explaine...

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Bibliographic Details
Main Authors: Iris IA Groen, Michelle R Greene, Christopher Baldassano, Li Fei-Fei, Diane M Beck, Chris I Baker
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2018-03-01
Series:eLife
Subjects:
scene perception
variance partitioning
behavioral categorization
deep neural network
computational model
fMRI
Online Access:https://elifesciences.org/articles/32962

Internet

https://elifesciences.org/articles/32962

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