Double dissociation of value computations in orbitofrontal and anterior cingulate neurons
Top Cited Papers
Open Access
- 30 October 2011
- journal article
- research article
- Published by Springer Nature in Nature Neuroscience
- Vol. 14 (12) , 1581-1589
- https://doi.org/10.1038/nn.2961
Abstract
This study reports a double dissociation in the neuronal correlates of value-based decision making in monkey prefrontal cortex, with orbitofrontal cortex neurons encoding choice value relative to recent choice values, while anterior cingulate cortex neurons flexibly encode multiple decision parameters and reward prediction errors using a 'common valuation currency'. Damage to prefrontal cortex (PFC) impairs decision-making, but the underlying value computations that might cause such impairments remain unclear. Here we report that value computations are doubly dissociable among PFC neurons. Although many PFC neurons encoded chosen value, they used opponent encoding schemes such that averaging the neuronal population extinguished value coding. However, a special population of neurons in anterior cingulate cortex (ACC), but not in orbitofrontal cortex (OFC), multiplexed chosen value across decision parameters using a unified encoding scheme and encoded reward prediction errors. In contrast, neurons in OFC, but not ACC, encoded chosen value relative to the recent history of choice values. Together, these results suggest complementary valuation processes across PFC areas: OFC neurons dynamically evaluate current choices relative to recent choice values, whereas ACC neurons encode choice predictions and prediction errors using a common valuation currency reflecting the integration of multiple decision parameters.Keywords
This publication has 50 references indexed in Scilit:
- Learning the value of information in an uncertain worldNature Neuroscience, 2007
- Temporal Filtering of Reward Signals in the Dorsal Anterior Cingulate Cortex during a Mixed-Strategy GameJournal of Neuroscience, 2007
- Medial prefrontal cell activity signaling prediction errors of action valuesNature Neuroscience, 2007
- Optimal decision making and the anterior cingulate cortexNature Neuroscience, 2006
- Cortical substrates for exploratory decisions in humansNature, 2006
- Neurons in the orbitofrontal cortex encode economic valueNature, 2006
- Reward Timing in the Primary Visual CortexScience, 2006
- Impact of Expected Reward on Neuronal Activity in Prefrontal Cortex, Frontal and Supplementary Eye Fields and Premotor CortexJournal of Neurophysiology, 2003
- Discrete Coding of Reward Probability and Uncertainty by Dopamine NeuronsScience, 2003
- The neural basis of human error processing: Reinforcement learning, dopamine, and the error-related negativity.Psychological Review, 2002