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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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Bibliografiske detaljer
Main Authors: Schrouff, Jessica, Kussé, Caroline, Wehenkel, Louis, Maquet, Pierre, Phillips, Christophe
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2012
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3338538/
https://ncbi.nlm.nih.gov/pubmed/22563410
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0035860
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