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

Journal

PSYCHOLOGICAL REVIEW
Volume 109, Issue 4, Pages 679-709

Publisher

AMER PSYCHOLOGICAL ASSOC
DOI: 10.1037//0033-295X.109.4.679

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Funding

  1. NIMH NIH HHS [MH11530, MH41445] Funding Source: Medline

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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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