Related Content
Search Google Scholar for:
More Information
Related Jobs from ScienceCareers
|
|
Science 25 November 2005: Vol. 310. no. 5752, pp. 1337 - 1340 DOI: 10.1126/science.1115270
|
|
Reports
Representation of Action-Specific Reward Values in the Striatum
Kazuyuki Samejima,1*
Yasumasa Ueda,2
Kenji Doya,1,3
Minoru Kimura2*
The estimation of the reward an action will yield is critical in decision-making. To elucidate the role of the basal ganglia in this process, we recorded striatal neurons of monkeys who chose between left and right handle turns, based on the estimated reward probabilities of the actions. During a delay period before the choices, the activity of more than one-third of striatal projection neurons was selective to the values of one of the two actions. Fewer neurons were tuned to relative values or action choice. These results suggest representation of action values in the striatum, which can guide action selection in the basal ganglia circuit.
1 Department of Computational Neurobiology, ATR Computational Neuroscience Laboratories, 619-0288 Kyoto, Japan.
2 Department of Physiology, Kyoto Prefectural University of Medicine, 602-8566 Kyoto, Japan.
3 Initial Research Project, Okinawa Institute of Science and Technology, 904-2234 Okinawa, Japan.
Present address: Brain Science Research Center, Tamagawa University Research Institute, 194-8610 Tokyo, Japan.
* To whom correspondence should be addressed. E-mail: samejima{at}lab.tamagawa.ac.jp (K.S.); mkimura{at}koto.kpu-m.ac.jp (M.K.)
Read the Full Text
THIS ARTICLE HAS BEEN CITED BY OTHER ARTICLES:
- Evidence for Segregated and Integrative Connectivity Patterns in the Human Basal Ganglia.
- B. Draganski, F. Kherif, S. Kloppel, P. A. Cook, D. C. Alexander, G. J. M. Parker, R. Deichmann, J. Ashburner, and R. S. J. Frackowiak (2008)
J. Neurosci.
28, 7143-7152
| Abstract »
| Full Text »
| PDF »
- Understanding the Neural Computations of Arbitrary Visuomotor Learning through fMRI and Associative Learning Theory.
- A. Brovelli, N. Laksiri, B. Nazarian, M. Meunier, and D. Boussaoud (2008)
Cereb Cortex
18, 1485-1495
| Abstract »
| Full Text »
| PDF »
- Attaching Values to Actions: Action and Outcome Encoding in the Primate Caudate Nucleus.
- C. H. Donahue and H. Seo (2008)
J. Neurosci.
28, 4579-4580
| Full Text »
| PDF »
- Intention, Choice, and the Medial Frontal Cortex.
- M. F.S. RUSHWORTH (2008)
Ann. N.Y. Acad. Sci.
1124, 181-207
| Abstract »
| Full Text »
| PDF »
- Action and Outcome Encoding in the Primate Caudate Nucleus.
- B. Lau and P. W. Glimcher (2007)
J. Neurosci.
27, 14502-14514
| Abstract »
| Full Text »
| PDF »
- Inactivation of the Lateral But Not Medial Dorsal Striatum Eliminates the Excitatory Impact of Pavlovian Stimuli on Instrumental Responding.
- L. H. Corbit and P. H. Janak (2007)
J. Neurosci.
27, 13977-13981
| Abstract »
| Full Text »
| PDF »
- Order-Dependent Modulation of Directional Signals in the Supplementary and Presupplementary Motor Areas.
- J.-W. Sohn and D. Lee (2007)
J. Neurosci.
27, 13655-13666
| Abstract »
| Full Text »
| PDF »
- History- and Current Instruction-Based Coding of Forthcoming Behavioral Outcomes in the Striatum.
- H. Yamada, N. Matsumoto, and M. Kimura (2007)
J Neurophysiol
98, 3557-3567
| Abstract »
| Full Text »
| PDF »
- Encoding of Action History in the Rat Ventral Striatum.
- Y. B. Kim, N. Huh, H. Lee, E. H. Baeg, D. Lee, and M. W. Jung (2007)
J Neurophysiol
98, 3548-3556
| Abstract »
| Full Text »
| PDF »
- Orbitofrontal Cortex and the Computation of Economic Value.
- C. PADOA-SCHIOPPA (2007)
Ann. N.Y. Acad. Sci.
1121, 232-253
| Abstract »
| Full Text »
| PDF »
- Genetic triple dissociation reveals multiple roles for dopamine in reinforcement learning.
- M. J. Frank, A. A. Moustafa, H. M. Haughey, T. Curran, and K. E. Hutchison (2007)
PNAS
104, 16311-16316
| Abstract »
| Full Text »
| PDF »
- Dynamic Signals Related to Choices and Outcomes in the Dorsolateral Prefrontal Cortex.
- H. Seo, D. J. Barraclough, and D. Lee (2007)
Cereb Cortex
17, i110-i117
| Abstract »
| Full Text »
| PDF »
- Understanding Neural Coding through the Model-Based Analysis of Decision Making.
- G. Corrado and K. Doya (2007)
J. Neurosci.
27, 8178-8180
| Abstract »
| Full Text »
| PDF »
- Temporal Filtering of Reward Signals in the Dorsal Anterior Cingulate Cortex during a Mixed-Strategy Game.
- H. Seo and D. Lee (2007)
J. Neurosci.
27, 8366-8377
| Abstract »
| Full Text »
| PDF »
- Direct Instrumental Conditioning of Neural Activity Using Functional Magnetic Resonance Imaging-Derived Reward Feedback.
- S. Bray, S. Shimojo, and J. P. O'Doherty (2007)
J. Neurosci.
27, 7498-7507
| Abstract »
| Full Text »
| PDF »
- Reward-Related Responses in the Human Striatum.
- M. R. DELGADO (2007)
Ann. N.Y. Acad. Sci.
1104, 70-88
| Abstract »
| Full Text »
| PDF »
- Model-Based fMRI and Its Application to Reward Learning and Decision Making.
- J. P. O'DOHERTY, A. HAMPTON, and H. KIM (2007)
Ann. N.Y. Acad. Sci.
1104, 35-53
| Abstract »
| Full Text »
| PDF »
- Mechanisms of Reinforcement Learning and Decision Making in the Primate Dorsolateral Prefrontal Cortex.
- D. LEE and H. SEO (2007)
Ann. N.Y. Acad. Sci.
1104, 108-122
| Abstract »
| Full Text »
| PDF »
- Serotonin and the Evaluation of Future Rewards: Theory, Experiments, and Possible Neural Mechanisms.
- N. SCHWEIGHOFER, S. C. TANAKA, and K. DOYA (2007)
Ann. N.Y. Acad. Sci.
1104, 289-300
| Abstract »
| Full Text »
| PDF »
- Calculating the Cost of Acting in Frontal Cortex.
- M. E. WALTON, P. H. RUDEBECK, D. M. BANNERMAN, and M. F. S. RUSHWORTH (2007)
Ann. N.Y. Acad. Sci.
1104, 340-356
| Abstract »
| Full Text »
| PDF »
- Striatal Contributions to Reward and Decision Making: Making Sense of Regional Variations in a Reiterated Processing Matrix.
- J. R. WICKENS, C. S. BUDD, B. I. HYLAND, and G. W. ARBUTHNOTT (2007)
Ann. N.Y. Acad. Sci.
1104, 192-212
| Abstract »
| Full Text »
| PDF »
- Multiple Representations of Belief States and Action Values in Corticobasal Ganglia Loops.
- K. SAMEJIMA and K. DOYA (2007)
Ann. N.Y. Acad. Sci.
1104, 213-228
| Abstract »
| Full Text »
| PDF »
- Adaptation of Prefrontal Cortical Firing Patterns and Their Fidelity to Changes in Action-Reward Contingencies.
- W. J. Kargo, B. Szatmary, and D. A. Nitz (2007)
J. Neurosci.
27, 3548-3559
| Abstract »
| Full Text »
| PDF »
- Individual differences and the neural representations of reward expectation and reward prediction error.
- M. X Cohen (2007)
Soc Cogn Affect Neurosci
2, 20-30
| Abstract »
| Full Text »
| PDF »
- The Basal Ganglia and cortex implement optimal decision making between alternative actions..
- R. Bogacz and K. Gurney (2007)
Neural Comput.
19, 442-477
| Abstract »
| Full Text »
| PDF »
- Shaping of Motor Responses by Incentive Values through the Basal Ganglia.
- B. Pasquereau, A. Nadjar, D. Arkadir, E. Bezard, M. Goillandeau, B. Bioulac, C. E. Gross, and T. Boraud (2007)
J. Neurosci.
27, 1176-1183
| Abstract »
| Full Text »
| PDF »
- Reinforcement Learning Signals Predict Future Decisions.
- M. X Cohen and C. Ranganath (2007)
J. Neurosci.
27, 371-378
| Abstract »
| Full Text »
| PDF »
- The Actor-Critic Learning Is Behind the Matching Law: Matching Versus Optimal Behaviors.
- Y. Sakai and T. Fukai (2007)
Neural Comput.
20, 227-251
| Abstract »
| Full Text »
| PDF »
- A biophysically based neural model of matching law behavior: melioration by stochastic synapses..
- A. Soltani and X.-J. Wang (2006)
J. Neurosci.
26, 3731-3744
| Abstract »
| Full Text »
| PDF »
|
|