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PMID: 12371515 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S. Review

Opponent interactions between serotonin and dopamine.

Daw ND, Kakade S, Dayan P

Abstract

Anatomical and pharmacological evidence suggests that the dorsal raphe serotonin system and the ventral tegmental and substantia nigra dopamine system may act as mutual opponents. In the light of the temporal difference model of the involvement of the dopamine system in reward learning, we consider three aspects of motivational opponency involving dopamine and serotonin. We suggest that a tonic serotonergic signal reports the long-run average reward rate as part of an average-case reinforcement learning model; that a tonic dopaminergic signal reports the long-run average punishment rate in a similar context; and finally speculate that a phasic serotonin signal might report an ongoing prediction error for future punishment.

MeSH Terms
Animals Conditioning, Psychological/physiology Dopamine/physiology Humans Learning/physiology Reward Serotonin/physiology
Chemicals
Serotonin Dopamine
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Daw Nathaniel D
Computer Science Department and Center for the Neural Basis of Cognition, School of Computer Science, Carnegie Mellon University, Pittsburgh PA 15213-3891, USA. [email protected]
Kakade Sham
Dayan Peter
Article Info
Journal
Neural networks : the official journal of the International Neural Network Society
Abbr.
Neural Netw
ISSN
0893-6080
Published
2002-00-00
Pages
603-16
Language
English
Region
United States
NLM ID
8805018
Subset
IM
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