Electrophysiological correlates of reward prediction error recorded in the human prefrontal cortex
Author(s) -
Hiroyuki Oya,
Ralph Adolphs,
Hiroto Kawasaki,
Antoine Bechara,
António R. Damásio,
Matthew A. Howard
Publication year - 2005
Publication title -
proceedings of the national academy of sciences
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 5.011
H-Index - 771
eISSN - 1091-6490
pISSN - 0027-8424
DOI - 10.1073/pnas.0500899102
Subject(s) - ventromedial prefrontal cortex , prefrontal cortex , neuroscience , electrophysiology , punishment (psychology) , psychology , task (project management) , reinforcement learning , mean squared prediction error , cognitive psychology , cognition , developmental psychology , computer science , artificial intelligence , machine learning , management , economics
Lesion and functional imaging studies have shown that the ventromedial prefrontal cortex is critically involved in the avoidance of risky choices. However, detailed descriptions of the mechanisms that underlie the establishment of such behaviors remain elusive, due in part to the spatial and temporal limitations of available research techniques. We investigated this issue by recording directly from prefrontal depth electrodes in a rare neurosurgical patient while he performed the Iowa Gambling Task, and we concurrently measured behavioral, autonomic, and electrophysiological responses. We found a robust alpha-band component of event-related potentials that reflected the mismatch between expected outcomes and actual outcomes in the task, correlating closely with the reward-related error obtained from a reinforcement learning model of the patient's choice behavior. The finding implicates this brain region in the acquisition of choice bias by means of a continuous updating of expectations about reward and punishment.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom