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Cited by 280

The DOI matches its Crossref record; 37 of the 37 references it cites were found in a registry or an index.

Decoding the neural substrates of reward-related decision making with functional MRI

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Hampton, Alan N., O'Doherty, John P.·2007·Proceedings of the National Academy of Sciences

Abstract

Although previous studies have implicated a diverse set of brain regions in reward-related decision making, it is not yet known which of these regions contain information that directly reflects a decision. Here, we measured brain activity using functional MRI in a group of subjects while they performed a simple reward-based decision-making task: probabilistic reversal-learning. We recorded brain activity from nine distinct regions of interest previously implicated in decision making and separated out local spatially distributed signals in each region from global differences in signal. Using a multivariate analysis approach, we determined the extent to which global and local signals could be used to decode subjects' subsequent behavioral choice, based on their brain activity on the preceding trial. We found that subjects' decisions could be decoded to a high level of accuracy on the basis of both local and global signals even before they were required to make a choice, and even before they knew which physical action would be required. Furthermore, the combined signals from three specific brain areas (anterior cingulate cortex, medial prefrontal cortex, and ventral striatum) were found to provide all of the information sufficient to decode subjects' decisions out of all of the regions we studied. These findings implicate a specific network of regions in encoding information relevant to subsequent behavioral choice.

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Metadata

Authors
Hampton, A. N., & O'Doherty, J. P.
Venue
Proceedings of the National Academy of Sciences
Published
2007-01-23
Volume
104
Issue
4
Pages
1377-1382
ISSN
  • 0027-8424 (ISSN-L)
  • 1091-6490
OpenAlex
W1964859800
Cited by
280
References
37
FWCI
12.53
Type
journal article
Language
en
Open access
green

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CoChat. (2026). Citation check: Decoding the neural substrates of reward-related decision making with functional MRI. https://app.cochat.ai/papers/10.1073/pnas.0606297104
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Hampton, A. N., & O'Doherty, J. P. (2007). Decoding the neural substrates of reward-related decision making with functional MRI. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.0606297104

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