Literature DB >> 22079506

Single-trial magnetoencephalography signals encoded as an unfolding decision process.

Nikolaos Smyrnis1, Dimitris S Mylonas, Roozbeh Rezaie, Constantinos I Siettos, Errikos Ventouras, Periklis Y Ktonas, Ioannis Evdokimidis, Andrew C Papanicolaou.   

Abstract

The model of a stochastic decision process unfolding in motor and premotor regions of the brain was encoded in single-trial magnetoencephalographic (MEG) recordings while ten healthy subjects performed a sensorimotor Reaction Time (RT) task. The duration of single-trial MEG signals preceding the motor response, recorded over the motor cortex contralateral to the responding hand, co-varied with RT across trials according to the model's prediction. Furthermore, these signals displayed the same properties of a "rising-to-a-fixed-threshold" decision process as posited by the model and observed in the activity of single neurons in the primate cortex. The present findings demonstrate that non-averaged, single-trial MEG recordings can be used to test models of cognitive processes, like decision-making, in humans.
Copyright © 2011 Elsevier Inc. All rights reserved.

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Year:  2011        PMID: 22079506     DOI: 10.1016/j.neuroimage.2011.10.091

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  2 in total

1.  Response times from ensembles of accumulators.

Authors:  Bram Zandbelt; Braden A Purcell; Thomas J Palmeri; Gordon D Logan; Jeffrey D Schall
Journal:  Proc Natl Acad Sci U S A       Date:  2014-02-03       Impact factor: 11.205

2.  The contribution of pre-stimulus neural oscillatory activity to spontaneous response time variability.

Authors:  Aline Bompas; Petroc Sumner; Suresh D Muthumumaraswamy; Krish D Singh; Iain D Gilchrist
Journal:  Neuroimage       Date:  2014-12-04       Impact factor: 6.556

  2 in total

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