Correlates of perceptual learning in an oculomotor decision variable

The Journal of Neuroscience : the Official Journal of the Society for Neuroscience
Patrick ConnollyJoshua 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 st...Continue Reading

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Citations

Jan 21, 2011·The Journal of Neuroscience : the Official Journal of the Society for Neuroscience·Sharath Bennur, Joshua I Gold
Mar 8, 2012·The Journal of Neuroscience : the Official Journal of the Society for Neuroscience·Luc P J SelenDaniel M Wolpert
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Apr 1, 2010·Topics in Cognitive Science·Chi-Tat Law, Joshua I Gold
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Jun 11, 2016·Neural Networks : the Official Journal of the International Neural Network Society·Weijie YeYuguo Yu
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