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Feedback information and the reward positivity

Cockburn, Jeffrey and Holroyd, Clay B. (2018) Feedback information and the reward positivity. International Journal of Psychophysiology, 132 . pp. 243-251. ISSN 0167-8760. http://resolver.caltech.edu/CaltechAUTHORS:20171206-104155006

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Abstract

The reward positivity is a component of the event-related brain potential (ERP) sensitive to neural mechanisms of reward processing. Multiple studies have demonstrated that reward positivity amplitude indices a reward prediction error signal that is fundamental to theories of reinforcement learning. However, whether this ERP component is also sensitive to richer forms of performance information important for supervised learning is less clear. To investigate this question, we recorded the electroencephalogram from participants engaged in a time estimation task in which the type of error information conveyed by feedback stimuli was systematically varied across conditions. Consistent with our predictions, we found that reward positivity amplitude decreased in relation to increasing information content of the feedback, and that reward positivity amplitude was unrelated to trial-to-trial behavioral adjustments in task performance. By contrast, a series of exploratory analyses revealed frontal-central and posterior ERP components immediately following the reward positivity that related to these processes. Taken in the context of the wider literature, these results suggest that the reward positivity is produced by a neural mechanism that motivates task performance, whereas the later ERP components apply the feedback information according to principles of supervised learning.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1016/j.ijpsycho.2017.11.017DOIArticle
Additional Information:© 2017 Published by Elsevier B.V. Received 1 July 2017, Revised 25 November 2017, Accepted 29 November 2017, Available online 6 December 2017.
Subject Keywords:Reward positivity; Event-related brain potential; Reinforcement learning; Graded feedback; Time estimation; Feedback-related negativity
Record Number:CaltechAUTHORS:20171206-104155006
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20171206-104155006
Official Citation:Jeffrey Cockburn, Clay B. Holroyd, Feedback information and the reward positivity, International Journal of Psychophysiology, Volume 132, Part B, 2018, Pages 243-251, ISSN 0167-8760, https://doi.org/10.1016/j.ijpsycho.2017.11.017. (http://www.sciencedirect.com/science/article/pii/S0167876017303690)
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:83725
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:08 Dec 2017 03:37
Last Modified:18 Sep 2018 15:53

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