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Independent and interacting value systems for reward and information in the human brain

Irene Cogliati Dezza, Axel Cleeremans, William H. Alexander

2022eLife23 citationsDOIOpen Access PDF

Abstract

value have been widely deployed to explain its activity in a diverse range of contexts, with substantial empirical support in neuroeconomics and decision neuroscience. Similar neural circuits, however, have also been associated with information processing. By using computational modeling, model-based functional magnetic resonance imaging analysis, and a novel experimental paradigm, we aim at establishing whether a dedicated and independent value system for information exists in the human PFC. We identify two regions in the human PFC that independently encode reward and information. Our results provide empirical evidence for PFC as an optimizer of independent information and reward signals during decision-making under realistic scenarios, with potential implications for the interpretation of PFC activity in both healthy and clinical populations.

Topics & Concepts

NeuroeconomicsENCODEFunctional magnetic resonance imagingPrefrontal cortexNeuroscienceHuman brainInformation processingComputational modelValue (mathematics)Computer sciencePsychologyEmpirical researchCognitive psychologyInformation theoryComputational neuroscienceCognitive scienceMachine learningArtificial intelligenceCognitionBiologyMathematicsGeneStatisticsBiochemistryNeural and Behavioral Psychology StudiesFunctional Brain Connectivity StudiesNeural dynamics and brain function
Independent and interacting value systems for reward and information in the human brain | Litcius