Decoding semi-constrained brain activity from FMRI using support vector machines and gaussian processes.

Predicting a particular cognitive state from a specific pattern of fMRI voxel values is still a methodological challenge. Decoding brain activity is usually performed in highly controlled experimental paradigms characterized by a series of distinct states induced by a temporally constrained experime...

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Bibliographic Details
Main Authors: Jessica Schrouff, Caroline Kussé, Louis Wehenkel, Pierre Maquet, Christophe Phillips
Format: article
Language:EN
Published: Public Library of Science (PLoS) 2012
Subjects:
R
Q
Online Access:https://doaj.org/article/d83cc1c1b96f4748b88600c402066af3
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