How Predictable are “Spontaneous Decisions” and “Hidden Intentions”? Comparing Classification Results Based on Previous Responses with Multivariate Pattern Analysis of fMRI BOLD Signals

In two replication studies we examined response bias and dependencies in voluntary decisions. We trained a linear classifier to predict “spontaneous decisions” and in the second study “hidden intentions” from responses in preceding trials and achieved comparable prediction accuracies as reported for...

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Bibliographic Details
Main Authors: Lages, Martin, Jaworska, Katarzyna
Format: Online
Language:English
Published: Frontiers Research Foundation 2012
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3294282/