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Single Trial Decoding of Belief Decision Making from EEG and fMRI Data Using ICA Features

The complex task of assessing the veracity of a statement is thought to activate uniquely distributed brain regions based on whether a subject believes or disbelieves a given assertion. In the current work, we present parallel machine learning methods for predicting a subject’s decision response to...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Pamela eDouglas, Edward eLau, Ariana eAnderson, Wesley eKerr, Austin eHead, Margalit Aliza Wollner, Daniel eMoyer, Michael eDurnhofer, Wei eLi, Jen eBramen, Mark S Cohen
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2013-07-01
Schriftenreihe:Frontiers in Human Neuroscience
Schlagworte:
Decision Making
EEG
fMRI
machine learning
Decoding
interpretation
Online-Zugang:http://journal.frontiersin.org/Journal/10.3389/fnhum.2013.00392/full
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