Modeling Semantic Encoding in a Common Neural Representational Space

Modeling Semantic Encoding in a Common Neural Representational Space

Encoding models for mapping voxelwise semantic tuning are typically estimated separately for each individual, limiting their generalizability. In the current report, we develop a method for estimating semantic encoding models that generalize across individuals. Functional MRI was used to measure bra...

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Bibliographic Details
Main Authors: Cara E. Van Uden, Samuel A. Nastase, Andrew C. Connolly, Ma Feilong, Isabella Hansen, M. Ida Gobbini, James V. Haxby
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-07-01
Series:Frontiers in Neuroscience
Subjects:
fMRI
forward encoding models
functional alignment
hyperalignment
individual variability
natural vision
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2018.00437/full

Internet

https://www.frontiersin.org/article/10.3389/fnins.2018.00437/full

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