The DOI matches its Crossref record; 28 of the 28 references it cites were found in a registry or an index.
Expected Value, Reward Outcome, and Temporal Difference Error Representations in a Probabilistic Decision Task
Abstract
In probabilistic decision tasks, an expected value (EV) of a choice is calculated, and after the choice has been made, this can be updated based on a temporal difference (TD) prediction error between the EV and the reward magnitude (RM) obtained. The EV is measured as the probability of obtaining a reward x RM. To understand the contribution of different brain areas to these decision-making processes, functional magnetic resonance imaging activations related to EV versus RM (or outcome) were measured in a probabilistic decision task. Activations in the medial orbitofrontal cortex were correlated with both RM and with EV and confirmed in a conjunction analysis to extend toward the pregenual cingulate cortex. From these representations, TD reward prediction errors could be produced. Activations in areas that receive from the orbitofrontal cortex including the ventral striatum, midbrain, and inferior frontal gyrus were correlated with the TD error. Activations in the anterior insula were correlated negatively with EV, occurring when low reward outcomes were expected, and also with the uncertainty of the reward, implicating this region in basic and crucial decision-making parameters, low expected outcomes, and uncertainty.
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Cites
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Cited by
A framework for studying the neurobiology of value-based decision making
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Self-Control in Decision-Making Involves Modulation of the vmPFC Valuation System
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The cingulate cortex and limbic systems for emotion, action, and memory
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Self-citationHuman insula activation reflects risk prediction errors as well as risk
Preuschoff, K., Quartz, S. R., & Bossaerts, P. (2008) · The Journal of Neuroscience · doi:10.1523/jneurosci.4286-07.2008 · Cited by 784
Metadata
- Authors
- Rolls, E. T., McCabe, C., & Redoute, J.
- Venue
- Cerebral Cortex
- Publisher
- Oxford University Press (OUP)
- Published
- 2007-06-22
- Volume
- 18
- Issue
- 3
- Pages
- 652-663
- ISSN
- 1047-3211 (ISSN-L)
- 1460-2199
- OpenAlex
- W2120652175
- Cited by
- 236
- References
- 28
- FWCI
- 11.29
- Type
- journal article
- Language
- en
- Open access
- closed
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