How predictable are spontaneous decisions and hidden intentions? Comparing classification analyses based on previous responses and fMRI BOLD signals.

In two replication studies we examined response bias and sequential dependencies in binary decisions. We applied a linear classifier (SVM) to predict spontaneous decisions as well as hidden intentions from responses in preceding trials and achieve similar prediction accuracies as multivariate patter...

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Bibliographic Details
Main Authors: Martin eLages, Katarzyna eJaworska
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-03-01
Series:Frontiers in Psychology
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpsyg.2012.00056/full