Literature DB >> 30565343

Decoding vibrotactile choice independent of stimulus order and saccade selection during sequential comparisons.

Yuan-Hao Wu1,2, Lisa A Velenosi1,3, Pia Schröder1,3, Simon Ludwig1,2, Felix Blankenburg1,2,3.   

Abstract

Decision-making in the somatosensory domain has been intensively studied using vibrotactile frequency discrimination tasks. Results from human and monkey electrophysiological studies from this line of research suggest that perceptual choices are encoded within a sensorimotor network. These findings, however, rely on experimental settings in which perceptual choices are inextricably linked to sensory and motor components of the task. Here, we devised a novel version of the vibrotactile frequency discrimination task with saccade responses which has the crucial advantage of decoupling perceptual choices from sensory and motor processes. We recorded human fMRI data from 32 participants while they performed the task. Using a whole-brain searchlight multivariate classification technique, we identify the left lateral prefrontal cortex and the oculomotor system, including the bilateral frontal eye fields (FEF) and intraparietal sulci, as representing vibrotactile choices. Moreover, we show that the decoding accuracy of choice information in the right FEF correlates with behavioral performance. Not only are these findings in remarkable agreement with previous work, they also provide novel fMRI evidence for choice coding in human oculomotor regions, which is not limited to saccadic decisions, but pertains to contexts where choices are made in a more abstract form.
© 2018 Wiley Periodicals, Inc.

Entities:  

Keywords:  decision-making; fMRI; multivariate pattern analysis; perceptual choice; vibrotactile frequency

Mesh:

Year:  2018        PMID: 30565343      PMCID: PMC6865757          DOI: 10.1002/hbm.24499

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  57 in total

1.  The influence of behavioral context on the representation of a perceptual decision in developing oculomotor commands.

Authors:  Joshua I Gold; Michael N Shadlen
Journal:  J Neurosci       Date:  2003-01-15       Impact factor: 6.167

Review 2.  Conversion of sensory signals into perceptual decisions.

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Journal:  Prog Neurobiol       Date:  2012-03-28       Impact factor: 11.685

Review 3.  Relating magnitudes: the brain's code for proportions.

Authors:  Simon N Jacob; Daniela Vallentin; Andreas Nieder
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Review 4.  Neural mechanisms for interacting with a world full of action choices.

Authors:  Paul Cisek; John F Kalaska
Journal:  Annu Rev Neurosci       Date:  2010       Impact factor: 12.449

5.  Decoding vibrotactile choice independent of stimulus order and saccade selection during sequential comparisons.

Authors:  Yuan-Hao Wu; Lisa A Velenosi; Pia Schröder; Simon Ludwig; Felix Blankenburg
Journal:  Hum Brain Mapp       Date:  2018-12-18       Impact factor: 5.038

6.  Beta oscillations in the monkey sensorimotor network reflect somatosensory decision making.

Authors:  Saskia Haegens; Verónica Nácher; Adrián Hernández; Rogelio Luna; Ole Jensen; Ranulfo Romo
Journal:  Proc Natl Acad Sci U S A       Date:  2011-06-13       Impact factor: 11.205

7.  The Relationship between Perceptual Decision Variables and Confidence in the Human Brain.

Authors:  Martin N Hebart; Yoren Schriever; Tobias H Donner; John-Dylan Haynes
Journal:  Cereb Cortex       Date:  2014-08-11       Impact factor: 5.357

8.  Neural correlates of vibrotactile working memory in the human brain.

Authors:  Claudia Preuschhof; Hauke R Heekeren; Birol Taskin; Torsten Schubert; Arno Villringer
Journal:  J Neurosci       Date:  2006-12-20       Impact factor: 6.167

9.  Distinct effects of prefrontal and parietal cortex inactivations on an accumulation of evidence task in the rat.

Authors:  Jeffrey C Erlich; Bingni W Brunton; Chunyu A Duan; Timothy D Hanks; Carlos D Brody
Journal:  Elife       Date:  2015-04-14       Impact factor: 8.140

10.  Bayesian inference underlies the contraction bias in delayed comparison tasks.

Authors:  Paymon Ashourian; Yonatan Loewenstein
Journal:  PLoS One       Date:  2011-05-12       Impact factor: 3.240

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  3 in total

1.  Decoding vibrotactile choice independent of stimulus order and saccade selection during sequential comparisons.

Authors:  Yuan-Hao Wu; Lisa A Velenosi; Pia Schröder; Simon Ludwig; Felix Blankenburg
Journal:  Hum Brain Mapp       Date:  2018-12-18       Impact factor: 5.038

2.  Neural mechanisms of vibrotactile categorization.

Authors:  Patrick S Malone; Silvio P Eberhardt; Klaus Wimmer; Courtney Sprouse; Richard Klein; Katharina Glomb; Clara A Scholl; Levan Bokeria; Philip Cho; Gustavo Deco; Xiong Jiang; Lynne E Bernstein; Maximilian Riesenhuber
Journal:  Hum Brain Mapp       Date:  2019-03-28       Impact factor: 5.038

3.  Causal contributions of human frontal eye fields to distinct aspects of decision formation.

Authors:  Carolina Murd; Marius Moisa; Marcus Grueschow; Rafael Polania; Christian C Ruff
Journal:  Sci Rep       Date:  2020-04-30       Impact factor: 4.379

  3 in total

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