Literature DB >> 19228966

Correlates of perceptual learning in an oculomotor decision variable.

Patrick M Connolly1, Sharath Bennur, Joshua I Gold.   

Abstract

In subjects trained extensively to indicate a perceptual decision with an action, neural commands that generate the action can represent the process of forming the decision. However, it is unknown whether this representation requires overtraining or reflects a more general link between perceptual and motor processing. We examined how perceptual processing is represented in motor commands in naive monkeys being trained on a demanding perceptual task, as they first establish the sensory-motor association and then learn to form more accurate perceptual judgments. The task required the monkeys to decide the direction of random-dot motion and respond with an eye movement to one of two visual targets. Using electrically evoked saccades, we examined oculomotor commands that developed during motion viewing. Throughout training, these commands tended to reflect both the subsequent binary choice of saccade target and the weighing of graded motion evidence used to arrive at that choice. Moreover, these decision-related oculomotor signals, along with the time needed to initiate the voluntary saccadic response, changed steadily as training progressed, approximately matching concomitant improvements in behavioral sensitivity to the motion stimulus. Thus, motor circuits may have general access to perceptual processing used to select between actions, even without extensive training. The results also suggest a novel candidate mechanism for some forms of perceptual learning, in which the brain learns rapidly to treat a perceptual decision as a problem of action selection and then over time to use sensory input more effectively to guide the selection process.

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Year:  2009        PMID: 19228966      PMCID: PMC2668818          DOI: 10.1523/JNEUROSCI.3962-08.2009

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  57 in total

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Authors:  Z Liu; D Weinshall
Journal:  Vision Res       Date:  2000       Impact factor: 1.886

2.  Neural correlates of a decision in the dorsolateral prefrontal cortex of the macaque.

Authors:  J N Kim; M N Shadlen
Journal:  Nat Neurosci       Date:  1999-02       Impact factor: 24.884

3.  Separate signals for target selection and movement specification in the superior colliculus.

Authors:  G D Horwitz; W T Newsome
Journal:  Science       Date:  1999-05-14       Impact factor: 47.728

4.  A comparison of sequential sampling models for two-choice reaction time.

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5.  Fast perceptual learning in visual hyperacuity.

Authors:  T Poggio; M Fahle; S Edelman
Journal:  Science       Date:  1992-05-15       Impact factor: 47.728

6.  The relative influences of priors and sensory evidence on an oculomotor decision variable during perceptual learning.

Authors:  Joshua I Gold; Chi-Tat Law; Patrick Connolly; Sharath Bennur
Journal:  J Neurophysiol       Date:  2008-08-27       Impact factor: 2.714

7.  Direction-specific improvement in motion discrimination.

Authors:  K Ball; R Sekuler
Journal:  Vision Res       Date:  1987       Impact factor: 1.886

8.  Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey.

Authors:  M N Shadlen; W T Newsome
Journal:  J Neurophysiol       Date:  2001-10       Impact factor: 2.714

9.  A method for localizing microelectrode trajectories in the macaque brain using MRI.

Authors:  Rishi M Kalwani; Luke Bloy; Mark A Elliott; Joshua I Gold
Journal:  J Neurosci Methods       Date:  2008-09-11       Impact factor: 2.390

10.  Microstimulation of macaque area LIP affects decision-making in a motion discrimination task.

Authors:  Timothy D Hanks; Jochen Ditterich; Michael N Shadlen
Journal:  Nat Neurosci       Date:  2006-04-09       Impact factor: 24.884

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  11 in total

1.  Relationships between the threshold and slope of psychometric and neurometric functions during perceptual learning: implications for neuronal pooling.

Authors:  Joshua I Gold; Chi-Tat Law; Patrick Connolly; Sharath Bennur
Journal:  J Neurophysiol       Date:  2009-10-28       Impact factor: 2.714

2.  Distinct representations of a perceptual decision and the associated oculomotor plan in the monkey lateral intraparietal area.

Authors:  Sharath Bennur; Joshua I Gold
Journal:  J Neurosci       Date:  2011-01-19       Impact factor: 6.167

Review 3.  Categorization = decision making + generalization.

Authors:  Carol A Seger; Erik J Peterson
Journal:  Neurosci Biobehav Rev       Date:  2013-03-30       Impact factor: 8.989

4.  Across-study and within-subject functional connectivity of a right temporo-parietal junction subregion involved in stimulus-context integration.

Authors:  Oliver Jakobs; Robert Langner; Svenja Caspers; Christian Roski; Edna C Cieslik; Karl Zilles; Angela R Laird; Peter T Fox; Simon B Eickhoff
Journal:  Neuroimage       Date:  2012-02-23       Impact factor: 6.556

5.  Deliberation in the motor system: reflex gains track evolving evidence leading to a decision.

Authors:  Luc P J Selen; Michael N Shadlen; Daniel M Wolpert
Journal:  J Neurosci       Date:  2012-02-15       Impact factor: 6.167

6.  Biased associative representations in parietal cortex.

Authors:  Jamie K Fitzgerald; David J Freedman; Alessandra Fanini; Sharath Bennur; Joshua I Gold; John A Assad
Journal:  Neuron       Date:  2013-01-09       Impact factor: 17.173

7.  A low-frequency oscillatory neural signal in humans encodes a developing decision variable.

Authors:  Jan Kubanek; Lawrence H Snyder; Bingni W Brunton; Carlos D Brody; Gerwin Schalk
Journal:  Neuroimage       Date:  2013-07-18       Impact factor: 6.556

8.  Action Planning and the Timescale of Evidence Accumulation.

Authors:  Konstantinos Tsetsos; Thomas Pfeffer; Pia Jentgens; Tobias H Donner
Journal:  PLoS One       Date:  2015-06-12       Impact factor: 3.240

9.  Feature-based attention enables robust, long-lasting location transfer in human perceptual learning.

Authors:  Shao-Chin Hung; Marisa Carrasco
Journal:  Sci Rep       Date:  2021-07-06       Impact factor: 4.379

10.  Reinforcement learning can account for associative and perceptual learning on a visual-decision task.

Authors:  Chi-Tat Law; Joshua I Gold
Journal:  Nat Neurosci       Date:  2009-04-19       Impact factor: 24.884

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