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      Dissociation of Response and Feedback Negativity in Schizophrenia: Electrophysiological and Computational Evidence for a Deficit in the Representation of Value

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          Abstract

          Contrasting theories of schizophrenia propose that the disorder is characterized by a deficit in phasic changes in dopamine activity in response to ongoing events or, alternatively, by a weakness in the representation of the value of responses. Schizophrenia patients have reliably reduced brain activity following incorrect responses but other research suggests that they may have intact feedback-related potentials, indicating that the impairment may be specifically response-related. We used event-related brain potentials and computational modeling to examine this issue by comparing the neural response to outcomes with the neural response to behaviors that predict outcomes in patients with schizophrenia and psychiatrically healthy comparison subjects. We recorded feedback-related activity in a passive gambling task and a time estimation task and error-related activity in a flanker task. Patients’ brain activity following an erroneous response was reduced compared to comparison subjects but feedback-related activity did not differ between groups. To test hypotheses about the possible causes of this pattern of results, we used computational modeling of the electrophysiological data to simulate the effects of an overall reduction in patients’ sensitivity to feedback, selective insensitivity to positive or negative feedback, reduced learning rate, and a decreased representation of the value of the response given the stimulus on each trial. The results of the computational modeling suggest that schizophrenia patients exhibit weakened representation of response values, possibly due to failure of the basal ganglia to strongly associate stimuli with appropriate response alternatives.

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          The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity.

          The authors present a unified account of 2 neural systems concerned with the development and expression of adaptive behaviors: a mesencephalic dopamine system for reinforcement learning and a "generic" error-processing system associated with the anterior cingulate cortex. The existence of the error-processing system has been inferred from the error-related negativity (ERN), a component of the event-related brain potential elicited when human participants commit errors in reaction-time tasks. The authors propose that the ERN is generated when a negative reinforcement learning signal is conveyed to the anterior cingulate cortex via the mesencephalic dopamine system and that this signal is used by the anterior cingulate cortex to modify performance on the task at hand. They provide support for this proposal using both computational modeling and psychophysiological experimentation.
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            Getting formal with dopamine and reward.

            Recent neurophysiological studies reveal that neurons in certain brain structures carry specific signals about past and future rewards. Dopamine neurons display a short-latency, phasic reward signal indicating the difference between actual and predicted rewards. The signal is useful for enhancing neuronal processing and learning behavioral reactions. It is distinctly different from dopamine's tonic enabling of numerous behavioral processes. Neurons in the striatum, frontal cortex, and amygdala also process reward information but provide more differentiated information for identifying and anticipating rewards and organizing goal-directed behavior. The different reward signals have complementary functions, and the optimal use of rewards in voluntary behavior would benefit from interactions between the signals. Addictive psychostimulant drugs may exert their action by amplifying the dopamine reward signal.
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              Learning to predict by the methods of temporal differences

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                Author and article information

                Journal
                Front Hum Neurosci
                Front. Hum. Neurosci.
                Frontiers in Human Neuroscience
                Frontiers Research Foundation
                1662-5161
                28 October 2011
                2011
                : 5
                : 123
                Affiliations
                [1] 1simpleVISN 5 Mental Illness Research, Education, and Clinical Center Baltimore, MD, USA
                [2] 2simpleDepartment of Psychiatry, University of Maryland School of Medicine Baltimore, MD, USA
                [3] 3simpleDepartment of Psychology, University of Victoria Victoria, BC, Canada
                [4] 4simpleMaryland Psychiatric Research Center, University of Maryland School of Medicine Catonsville, MD, USA
                Author notes

                Edited by: Patrizia Thoma, Ruhr-University Bochum, Germany

                Reviewed by: Martin Brüne, Ruhr University Bochum, Germany; Christian Bellebaum, Ruhr University Bochum, Germany

                *Correspondence: Sarah E. Morris, Division of Adult Translational Research, National Institute of Mental Health, Room 7107, 6001 Executive Blvd, Bethesda, MD 20892, USA. e-mail: sarah.morris@ 123456nih.gov

                Present address: Monica C. Mann-Wrobel, VISN 6 Mental Illness Research, Education, and Clinical Center, Durham VA Medical Center, 508 Fulton Street, Durham, NC 27705, USA.

                Article
                10.3389/fnhum.2011.00123
                3203413
                22065618
                d5784133-1bbc-44a8-877b-e19b3f87acfc
                Copyright © 2011 Morris, Holroyd, Mann-Wrobel and Gold.

                This is an open-access article subject to a non-exclusive license between the authors and Frontiers Media SA, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and other Frontiers conditions are complied with.

                History
                : 28 July 2011
                : 10 October 2011
                Page count
                Figures: 10, Tables: 3, Equations: 0, References: 99, Pages: 16, Words: 13797
                Categories
                Neuroscience
                Original Research

                Neurosciences
                feedback,schizophrenia,dopamine,reward,error-related negativity
                Neurosciences
                feedback, schizophrenia, dopamine, reward, error-related negativity

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