메뉴 건너뛰기




Volumn 35, Issue 7, 2012, Pages 1092-1104

Generalization of value in reinforcement learning by humans

Author keywords

Computational model; Hippocampus; Memory; Reward; Ventral striatum

Indexed keywords

ADULT; ARTICLE; BEHAVIOR; BOLD SIGNAL; CONTROLLED STUDY; CORPUS STRIATUM; DECISION MAKING; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HIPPOCAMPUS; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; LEARNING; MALE; MEMORY; NORMAL HUMAN; PRIORITY JOURNAL; PROBABILITY; REINFORCEMENT; SOCIAL PSYCHOLOGY; STIMULUS RESPONSE;

EID: 84859339117     PISSN: 0953816X     EISSN: 14609568     Source Type: Journal    
DOI: 10.1111/j.1460-9568.2012.08017.x     Document Type: Article
Times cited : (88)

References (107)
  • 2
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike, H. (1974) A new look at the statistical model identification. IEEE Trans. Automat. Contr., 19, 716-723.
    • (1974) IEEE Trans. Automat. Contr. , vol.19 , pp. 716-723
    • Akaike, H.1
  • 3
    • 45749104298 scopus 로고    scopus 로고
    • Multiple forms of value learning and the function of dopamine
    • Balleine, B.W., Daw, N.DGlimcher, P.W., Camerer, C.F., Poldrack, R.A. & Fehr, E. (Eds), Academic Press, New York, NY
    • Balleine, B.W., Daw, N.D. & O'Doherty, J.P. (2008) Multiple forms of value learning and the function of dopamine. In Glimcher, P.W., Camerer, C.F., Poldrack, R.A. & Fehr, E. (Eds), Neuroeconomics: Decision Making and the Brain. Academic Press, New York, NY.
    • (2008) Neuroeconomics: Decision Making and the Brain
    • O'Doherty, J.P.1
  • 4
    • 66449094746 scopus 로고    scopus 로고
    • How green is the grass on the other side? Frontopolar cortex and the evidence in favor of alternative courses of action
    • Boorman, E.D., Behrens, T.E., Woolrich, M.W. & Rushworth, M.F. (2009) How green is the grass on the other side? Frontopolar cortex and the evidence in favor of alternative courses of action Neuron, 62, 733-743.
    • (2009) Neuron , vol.62 , pp. 733-743
    • Boorman, E.D.1    Behrens, T.E.2    Woolrich, M.W.3    Rushworth, M.F.4
  • 5
    • 84859297479 scopus 로고    scopus 로고
    • Dissociating hippocampal and striatal contributions to sequential prediction learning
    • press
    • Bornstein, A.M. & Daw, N.D. (2012) Dissociating hippocampal and striatal contributions to sequential prediction learning. Eur. J. Neurosci., 35, in press.
    • (2012) Eur. J. Neurosci. , vol.35
    • Bornstein, A.M.1    Daw, N.D.2
  • 6
    • 0030612822 scopus 로고    scopus 로고
    • The Psychophysics Toolbox
    • Brainard, D.H. (1997) The Psychophysics Toolbox. Spat. Vis., 10, 433-436.
    • (1997) Spat. Vis. , vol.10 , pp. 433-436
    • Brainard, D.H.1
  • 7
    • 77955937588 scopus 로고    scopus 로고
    • A pallidus-habenula-dopamine pathway signals inferred stimulus values
    • Bromberg-Martin, E.S., Matsumoto, M., Hong, S. & Hikosaka, O. (2010) A pallidus-habenula-dopamine pathway signals inferred stimulus values. J. Neurophysiol., 104, 1068-1076.
    • (2010) J. Neurophysiol. , vol.104 , pp. 1068-1076
    • Bromberg-Martin, E.S.1    Matsumoto, M.2    Hong, S.3    Hikosaka, O.4
  • 8
    • 77449143455 scopus 로고    scopus 로고
    • The role of the hippocampus in prediction and imagination
    • C21-28
    • Buckner, R.L. (2010) The role of the hippocampus in prediction and imagination. Annu. Rev. Psychol. 61, 27-48, C21-28.
    • (2010) Annu. Rev. Psychol. , vol.61 , pp. 27-48
    • Buckner, R.L.1
  • 9
    • 18644365144 scopus 로고    scopus 로고
    • Experience-weighted attraction in learning normal-form games
    • Camerer, C. & Ho, T.H. (1999) Experience-weighted attraction in learning normal-form games. Econometrica, 67, 827-874.
    • (1999) Econometrica , vol.67 , pp. 827-874
    • Camerer, C.1    Ho, T.H.2
  • 11
    • 58149107262 scopus 로고    scopus 로고
    • Connectivity-based segregation of the human striatum predicts personality characteristics
    • Cohen, M.X., Schoene-Bake, J.C., Elger, C.E. & Weber, B. (2009) Connectivity-based segregation of the human striatum predicts personality characteristics. Nat. Neurosci., 12, 32-34.
    • (2009) Nat. Neurosci. , vol.12 , pp. 32-34
    • Cohen, M.X.1    Schoene-Bake, J.C.2    Elger, C.E.3    Weber, B.4
  • 13
    • 33746365099 scopus 로고    scopus 로고
    • Bayesian theories of conditioning in a changing world
    • Courville, A.C., Daw, N.D. & Touretzky, D.S. (2006) Bayesian theories of conditioning in a changing world. Trends Cogn. Sci., 10, 294-300.
    • (2006) Trends Cogn. Sci. , vol.10 , pp. 294-300
    • Courville, A.C.1    Daw, N.D.2    Touretzky, D.S.3
  • 15
    • 0013774096 scopus 로고
    • Localization of monoamines in the lower brain stem
    • Dahlström, A. & Fuxe, K. (1964) Localization of monoamines in the lower brain stem. Experientia, 20, 398-399.
    • (1964) Experientia , vol.20 , pp. 398-399
    • Dahlström, A.1    Fuxe, K.2
  • 16
    • 33751309111 scopus 로고    scopus 로고
    • Item, context and relational episodic encoding in humans
    • Davachi, L. (2006) Item, context and relational episodic encoding in humans. Curr. Opin. Neurobiol., 16, 693-700.
    • (2006) Curr. Opin. Neurobiol. , vol.16 , pp. 693-700
    • Davachi, L.1
  • 17
    • 84921627984 scopus 로고    scopus 로고
    • Trial-by-trial data analysis using computational models
    • In: Delgado, M.R., Phelps, E.A. & Robbins, T.W. (Eds), Oxford University Press, Oxford, UK
    • Daw, N.D. (2011) Trial-by-trial data analysis using computational models. In: Delgado, M.R., Phelps, E.A. & Robbins, T.W. (Eds), Decision making, affect, and learning: attention and performance XXIII. Oxford University Press, Oxford, UK, pp. 3-38.
    • (2011) Decision making, affect, and learning: attention and performance XXIII , pp. 3-38
    • Daw, N.D.1
  • 18
    • 33646492363 scopus 로고    scopus 로고
    • The computational neurobiology of learning and reward
    • Daw, N.D. & Doya, K. (2006) The computational neurobiology of learning and reward. Curr. Opin. Neurobiol., 16, 199-204.
    • (2006) Curr. Opin. Neurobiol. , vol.16 , pp. 199-204
    • Daw, N.D.1    Doya, K.2
  • 19
    • 53849112833 scopus 로고    scopus 로고
    • The cognitive neuroscience of motivation and learning
    • Daw, N.D. & Shohamy, D. (2008) The cognitive neuroscience of motivation and learning. Soc. Cogn., 26, 593-620.
    • (2008) Soc. Cogn. , vol.26 , pp. 593-620
    • Daw, N.D.1    Shohamy, D.2
  • 20
    • 28044450875 scopus 로고    scopus 로고
    • Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control
    • Daw, N.D., Niv, Y. & Dayan, P. (2005) Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control. Nat. Neurosci., 8, 1704-1711.
    • (2005) Nat. Neurosci. , vol.8 , pp. 1704-1711
    • Daw, N.D.1    Niv, Y.2    Dayan, P.3
  • 21
    • 33745223257 scopus 로고    scopus 로고
    • Cortical substrates for exploratory decisions in humans
    • Daw, N.D., O'Doherty, J.P., Dayan, P., Seymour, B. & Dolan, R.J. (2006) Cortical substrates for exploratory decisions in humans. Nature, 441, 876-879.
    • (2006) Nature , vol.441 , pp. 876-879
    • Daw, N.D.1    O'Doherty, J.P.2    Dayan, P.3    Seymour, B.4    Dolan, R.J.5
  • 22
    • 79952746011 scopus 로고    scopus 로고
    • Model-based influences on humans' choices and striatal prediction errors
    • Daw, N.D., Gershman, S.J., Seymour, B., Dayan, P. & Dolan, R.J. (2011) Model-based influences on humans' choices and striatal prediction errors. Neuron, 69, 1204-1215.
    • (2011) Neuron , vol.69 , pp. 1204-1215
    • Daw, N.D.1    Gershman, S.J.2    Seymour, B.3    Dayan, P.4    Dolan, R.J.5
  • 23
    • 0041517689 scopus 로고    scopus 로고
    • Optimized EPI for fMRI studies of the orbitofrontal cortex
    • Deichmann, R., Gottfried, J.A., Hutton, C. & Turner, R. (2003) Optimized EPI for fMRI studies of the orbitofrontal cortex. Neuroimage, 19, 430-441.
    • (2003) Neuroimage , vol.19 , pp. 430-441
    • Deichmann, R.1    Gottfried, J.A.2    Hutton, C.3    Turner, R.4
  • 24
    • 11844296013 scopus 로고    scopus 로고
    • An fMRI study of reward-related probability learning
    • Delgado, M.R., Miller, M.M., Inati, S. & Phelps, E.A. (2005) An fMRI study of reward-related probability learning. Neuroimage, 24, 862-873.
    • (2005) Neuroimage , vol.24 , pp. 862-873
    • Delgado, M.R.1    Miller, M.M.2    Inati, S.3    Phelps, E.A.4
  • 25
    • 78951476827 scopus 로고    scopus 로고
    • Parallel contributions of distinct human memory systems during probabilistic learning
    • Dickerson, K.C., Li, J. & Delgado, M.R. (2011) Parallel contributions of distinct human memory systems during probabilistic learning. Neuroimage, 55, 266-276.
    • (2011) Neuroimage , vol.55 , pp. 266-276
    • Dickerson, K.C.1    Li, J.2    Delgado, M.R.3
  • 26
    • 5144223501 scopus 로고    scopus 로고
    • Activity in posterior parietal cortex is correlated with the relative subjective desirability of action
    • Dorris, M.C. & Glimcher, P.W. (2004) Activity in posterior parietal cortex is correlated with the relative subjective desirability of action. Neuron, 44, 365-378.
    • (2004) Neuron , vol.44 , pp. 365-378
    • Dorris, M.C.1    Glimcher, P.W.2
  • 27
    • 0033213819 scopus 로고    scopus 로고
    • What are the computations of the cerebellum, the basal ganglia and the cerebral cortex?
    • Doya, K. (1999) What are the computations of the cerebellum, the basal ganglia and the cerebral cortex? Neural Netw., 12, 961-974.
    • (1999) Neural Netw. , vol.12 , pp. 961-974
    • Doya, K.1
  • 28
    • 0031002424 scopus 로고    scopus 로고
    • The hippocampus and memory for orderly stimulus relations
    • Dusek, J.A. & Eichenbaum, H. (1997) The hippocampus and memory for orderly stimulus relations. Proc. Natl. Acad. Sci. USA, 94, 7109-7114.
    • (1997) Proc. Natl. Acad. Sci. USA , vol.94 , pp. 7109-7114
    • Dusek, J.A.1    Eichenbaum, H.2
  • 30
    • 27644454882 scopus 로고    scopus 로고
    • Neural systems of reinforcement for drug addiction: from actions to habits to compulsion
    • Everitt, B.J. & Robbins, T.W. (2005) Neural systems of reinforcement for drug addiction: from actions to habits to compulsion. Nat. Neurosci., 8, 1481-1489.
    • (2005) Nat. Neurosci. , vol.8 , pp. 1481-1489
    • Everitt, B.J.1    Robbins, T.W.2
  • 31
    • 33847626375 scopus 로고
    • On the cellular localization of catechol amines in the brain
    • Falck, B. & Hillarp, N.A. (1959) On the cellular localization of catechol amines in the brain. Acta Anat., 38, 277-279.
    • (1959) Acta Anat. , vol.38 , pp. 277-279
    • Falck, B.1    Hillarp, N.A.2
  • 33
    • 10344250993 scopus 로고    scopus 로고
    • By carrot or by stick: cognitive reinforcement learning in parkinsonism
    • Frank, M.J., Seeberger, L.C. & O'Reilly R, C. (2004) By carrot or by stick: cognitive reinforcement learning in parkinsonism. Science, 306, 1940-1943.
    • (2004) Science , vol.306 , pp. 1940-1943
    • Frank, M.J.1    Seeberger, L.C.2    O'Reilly R, C.3
  • 34
    • 0025307507 scopus 로고
    • Dopaminergic antagonists prevent long-term maintenance of posttetanic LTP in the CA1 region of rat hippocampal slices
    • Frey, U., Schroeder, H. & Matthies, H. (1990) Dopaminergic antagonists prevent long-term maintenance of posttetanic LTP in the CA1 region of rat hippocampal slices. Brain Res., 522, 69-75.
    • (1990) Brain Res. , vol.522 , pp. 69-75
    • Frey, U.1    Schroeder, H.2    Matthies, H.3
  • 38
    • 0031602724 scopus 로고    scopus 로고
    • Cognitive neuroscience of human memory
    • Gabrieli, J.D. (1998) Cognitive neuroscience of human memory. Annu. Rev. Psychol., 49, 87-115.
    • (1998) Annu. Rev. Psychol. , vol.49 , pp. 87-115
    • Gabrieli, J.D.1
  • 39
    • 0028555344 scopus 로고
    • Mesolimbic dopaminergic neurons innervating the hippocampal formation in the rat: a combined retrograde tracing and immunohistochemical study
    • Gasbarri, A., Verney, C., Innocenzi, R., Campana, E. & Pacitti, C. (1994) Mesolimbic dopaminergic neurons innervating the hippocampal formation in the rat: a combined retrograde tracing and immunohistochemical study. Brain Res., 668, 71-79.
    • (1994) Brain Res. , vol.668 , pp. 71-79
    • Gasbarri, A.1    Verney, C.2    Innocenzi, R.3    Campana, E.4    Pacitti, C.5
  • 40
    • 70350521769 scopus 로고    scopus 로고
    • Human reinforcement learning subdivides structured action spaces by learning effector-specific values
    • Gershman, S.J., Pesaran, B. & Daw, N.D. (2009) Human reinforcement learning subdivides structured action spaces by learning effector-specific values. J. Neurosci., 29, 13524-13531.
    • (2009) J. Neurosci. , vol.29 , pp. 13524-13531
    • Gershman, S.J.1    Pesaran, B.2    Daw, N.D.3
  • 41
    • 0027380773 scopus 로고
    • Hippocampal mediation of stimulus representation: a computational theory
    • Gluck, M.A. & Myers, C.E. (1993) Hippocampal mediation of stimulus representation: a computational theory. Hippocampus, 3, 491-516.
    • (1993) Hippocampus , vol.3 , pp. 491-516
    • Gluck, M.A.1    Myers, C.E.2
  • 42
    • 33746029952 scopus 로고    scopus 로고
    • An FMRI analysis of the human hippocampus: inference, context, and task awareness
    • Greene, A.J., Gross, W.L., Elsinger, C.L. & Rao, S.M. (2006) An FMRI analysis of the human hippocampus: inference, context, and task awareness. J. Cogn. Neurosci., 18, 1156-1173.
    • (2006) J. Cogn. Neurosci. , vol.18 , pp. 1156-1173
    • Greene, A.J.1    Gross, W.L.2    Elsinger, C.L.3    Rao, S.M.4
  • 43
    • 28144442965 scopus 로고    scopus 로고
    • Structure and strength in causal induction
    • Griffiths, T.L. & Tenenbaum, J.B. (2005) Structure and strength in causal induction. Cogn. Psychol., 51, 334-384.
    • (2005) Cogn. Psychol. , vol.51 , pp. 334-384
    • Griffiths, T.L.1    Tenenbaum, J.B.2
  • 44
    • 33748188120 scopus 로고    scopus 로고
    • The role of the ventromedial prefrontal cortex in abstract state-based inference during decision making in humans
    • Hampton, A.N., Bossaerts, P. & O'Doherty, J.P. (2006) The role of the ventromedial prefrontal cortex in abstract state-based inference during decision making in humans. J. Neurosci., 26, 8360-8367.
    • (2006) J. Neurosci. , vol.26 , pp. 8360-8367
    • Hampton, A.N.1    Bossaerts, P.2    O'Doherty, J.P.3
  • 45
    • 44349108823 scopus 로고    scopus 로고
    • Neural correlates of mentalizing-related computations during strategic interactions in humans
    • Hampton, A.N., Bossaerts, P. & O'Doherty, J.P. (2008) Neural correlates of mentalizing-related computations during strategic interactions in humans. Proc. Natl. Acad. Sci. USA, 105, 6741-6746.
    • (2008) Proc. Natl. Acad. Sci. USA , vol.105 , pp. 6741-6746
    • Hampton, A.N.1    Bossaerts, P.2    O'Doherty, J.P.3
  • 46
    • 69949096619 scopus 로고    scopus 로고
    • The eyes have it: hippocampal activity predicts expression of memory in eye movements
    • Hannula, D.E. & Ranganath, C. (2009) The eyes have it: hippocampal activity predicts expression of memory in eye movements. Neuron, 63, 592-599.
    • (2009) Neuron , vol.63 , pp. 592-599
    • Hannula, D.E.1    Ranganath, C.2
  • 47
    • 45949091429 scopus 로고    scopus 로고
    • Dissociating the role of the orbitofrontal cortex and the striatum in the computation of goal values and prediction errors
    • Hare, T.A., O'Doherty, J., Camerer, C.F., Schultz, W. & Rangel, A. (2008) Dissociating the role of the orbitofrontal cortex and the striatum in the computation of goal values and prediction errors. J. Neurosci., 28, 5623-5630.
    • (2008) J. Neurosci. , vol.28 , pp. 5623-5630
    • Hare, T.A.1    O'Doherty, J.2    Camerer, C.F.3    Schultz, W.4    Rangel, A.5
  • 48
    • 15944394096 scopus 로고    scopus 로고
    • Complementary memory systems: competition, cooperation and compensation
    • Hartley, T. & Burgess, N. (2005) Complementary memory systems: competition, cooperation and compensation. Trends Neurosci., 28, 169-170.
    • (2005) Trends Neurosci. , vol.28 , pp. 169-170
    • Hartley, T.1    Burgess, N.2
  • 49
    • 21944448369 scopus 로고    scopus 로고
    • Generalisability, random effects and population inference
    • Holmes, A.P. & Friston, K.J. (1998) Generalisability, random effects and population inference. Neuroimage, 7, S754.
    • (1998) Neuroimage , vol.7
    • Holmes, A.P.1    Friston, K.J.2
  • 51
    • 0002861883 scopus 로고
    • A model of how the basal ganglia generate and use neural signals that predict reinforcement
    • Houk, J.C., Davis, J.L. & Beiser, D.G. (Eds), MIT Press, Cambridge, MA
    • Houk, J.C., Adams, J.L. & Barto, A.G. (1995). A model of how the basal ganglia generate and use neural signals that predict reinforcement. In Houk, J.C., Davis, J.L. & Beiser, D.G. (Eds), Models of Information Processing in the Basal Ganglia. MIT Press, Cambridge, MA, pp. 249-270.
    • (1995) Models of Information Processing in the Basal Ganglia , pp. 249-270
    • Houk, J.C.1    Adams, J.L.2    Barto, A.G.3
  • 52
    • 0028931741 scopus 로고
    • D1/D5 receptor agonists induce a protein synthesis-dependent late potentiation in the CA1 region of the hippocampus
    • Huang, Y.Y. & Kandel, E.R. (1995) D1/D5 receptor agonists induce a protein synthesis-dependent late potentiation in the CA1 region of the hippocampus. Proc. Natl. Acad. Sci. USA, 92, 2446-2450.
    • (1995) Proc. Natl. Acad. Sci. USA , vol.92 , pp. 2446-2450
    • Huang, Y.Y.1    Kandel, E.R.2
  • 55
    • 0019906110 scopus 로고
    • The distribution of the projection from the hippocampal formation to the nucleus accumbens in the rat: an anterograde- and retrograde-horseradish peroxidase study
    • Kelley, A.E. & Domesick, V.B. (1982) The distribution of the projection from the hippocampal formation to the nucleus accumbens in the rat: an anterograde- and retrograde-horseradish peroxidase study. Neuroscience, 7, 2321-2335.
    • (1982) Neuroscience , vol.7 , pp. 2321-2335
    • Kelley, A.E.1    Domesick, V.B.2
  • 57
    • 33747336945 scopus 로고    scopus 로고
    • Is avoiding an aversive outcome rewarding? neural substrates of avoidance learning in the human brain
    • Kim, H., Shimojo, S. & O'Doherty J, P. (2006) Is avoiding an aversive outcome rewarding? neural substrates of avoidance learning in the human brain. PLoS Biol., 4, e233.
    • (2006) PLoS Biol. , vol.4
    • Kim, H.1    Shimojo, S.2    O'Doherty J, P.3
  • 58
    • 0029815726 scopus 로고    scopus 로고
    • A neostriatal habit learning system in humans
    • Knowlton, B.J., Mangels, J.A. & Squire, L.R. (1996) A neostriatal habit learning system in humans. Science, 273, 1399-1402.
    • (1996) Science , vol.273 , pp. 1399-1402
    • Knowlton, B.J.1    Mangels, J.A.2    Squire, L.R.3
  • 59
    • 33847651376 scopus 로고    scopus 로고
    • Linking nucleus accumbens dopamine and blood oxygenation
    • Knutson, B. & Gibbs, S.E. (2007) Linking nucleus accumbens dopamine and blood oxygenation. Psychopharmacology (Berl), 191, 813-822.
    • (2007) Psychopharmacology (Berl) , vol.191 , pp. 813-822
    • Knutson, B.1    Gibbs, S.E.2
  • 60
    • 0035882897 scopus 로고    scopus 로고
    • Anticipation of increasing monetary reward selectively recruits nucleus accumbens
    • Knutson, B., Adams, C.M., Fong, G.W. & Hommer, D. (2001) Anticipation of increasing monetary reward selectively recruits nucleus accumbens. J. Neurosci., 21, RC159.
    • (2001) J. Neurosci. , vol.21
    • Knutson, B.1    Adams, C.M.2    Fong, G.W.3    Hommer, D.4
  • 61
    • 77950188935 scopus 로고    scopus 로고
    • Resistance to forgetting associated with hippocampus-mediated reactivation during new learning
    • Kuhl, B.A., Shah, A.T., DuBrow, S. & Wagner, A.D. (2010) Resistance to forgetting associated with hippocampus-mediated reactivation during new learning. Nat. Neurosci., 13, 501-506.
    • (2010) Nat. Neurosci. , vol.13 , pp. 501-506
    • Kuhl, B.A.1    Shah, A.T.2    DuBrow, S.3    Wagner, A.D.4
  • 62
    • 70349087285 scopus 로고    scopus 로고
    • Tracking the emergence of conceptual knowledge during human decision making
    • Kumaran, D., Summerfield, J.J., Hassabis, D. & Maguire, E.A. (2009) Tracking the emergence of conceptual knowledge during human decision making. Neuron, 63, 889-901.
    • (2009) Neuron , vol.63 , pp. 889-901
    • Kumaran, D.1    Summerfield, J.J.2    Hassabis, D.3    Maguire, E.A.4
  • 63
    • 33644782012 scopus 로고    scopus 로고
    • Dynamic response-by-response models of matching behavior in rhesus monkeys
    • Lau, B. & Glimcher, P.W. (2005) Dynamic response-by-response models of matching behavior in rhesus monkeys. J. Exp. Anal. Behav., 84, 555-579.
    • (2005) J. Exp. Anal. Behav. , vol.84 , pp. 555-579
    • Lau, B.1    Glimcher, P.W.2
  • 64
    • 70350780556 scopus 로고    scopus 로고
    • An automatic valuation system in the human brain: evidence from functional neuroimaging
    • Lebreton, M., Jorge, S., Michel, V., Thirion, B. & Pessiglione, M. (2009) An automatic valuation system in the human brain: evidence from functional neuroimaging. Neuron, 64, 431-439.
    • (2009) Neuron , vol.64 , pp. 431-439
    • Lebreton, M.1    Jorge, S.2    Michel, V.3    Thirion, B.4    Pessiglione, M.5
  • 65
    • 79955721719 scopus 로고    scopus 로고
    • Signals in human striatum are appropriate for policy update rather than value prediction
    • Li, J. & Daw, N.D. (2011) Signals in human striatum are appropriate for policy update rather than value prediction. J. Neurosci., 31, 5504-5511.
    • (2011) J. Neurosci. , vol.31 , pp. 5504-5511
    • Li, J.1    Daw, N.D.2
  • 66
    • 34547144795 scopus 로고    scopus 로고
    • Neural signature of fictive learning signals in a sequential investment task
    • Lohrenz, T., McCabe, K., Camerer, C.F. & Montague, P.R. (2007) Neural signature of fictive learning signals in a sequential investment task. Proc. Natl. Acad. Sci. USA, 104, 9493-9498.
    • (2007) Proc. Natl. Acad. Sci. USA , vol.104 , pp. 9493-9498
    • Lohrenz, T.1    McCabe, K.2    Camerer, C.F.3    Montague, P.R.4
  • 67
    • 79951847272 scopus 로고    scopus 로고
    • Striatal and medial temporal lobe functional interactions during visuomotor associative learning
    • Mattfeld, A.T. & Stark, C.E. (2011) Striatal and medial temporal lobe functional interactions during visuomotor associative learning. Cereb. Cortex, 21, 647-658.
    • (2011) Cereb. Cortex , vol.21 , pp. 647-658
    • Mattfeld, A.T.1    Stark, C.E.2
  • 68
    • 0037650217 scopus 로고    scopus 로고
    • Temporal prediction errors in a passive learning task activate human striatum
    • McClure, S.M., Berns, G.S. & Montague, P.R. (2003) Temporal prediction errors in a passive learning task activate human striatum. Neuron, 38, 339-346.
    • (2003) Neuron , vol.38 , pp. 339-346
    • McClure, S.M.1    Berns, G.S.2    Montague, P.R.3
  • 69
    • 0002297105 scopus 로고
    • Conditional logit analysis of qualitative choice behavior
    • Zarembka, P. (Ed.), Academic Press, New York, NY
    • McFadden, D. (1974) Conditional logit analysis of qualitative choice behavior. In Zarembka, P. (Ed.), Frontiers in Econometrics. Academic Press, New York, NY, pp. 105-142.
    • (1974) Frontiers in Econometrics , pp. 105-142
    • McFadden, D.1
  • 70
    • 77954510325 scopus 로고    scopus 로고
    • Triple dissociation of information processing in dorsal striatum, ventral striatum, and hippocampus on a learned spatial decision task
    • van der Meer, M.A., Johnson, A., Schmitzer-Torbert, N.C. & Redish, A.D. (2010) Triple dissociation of information processing in dorsal striatum, ventral striatum, and hippocampus on a learned spatial decision task. Neuron, 67, 25-32.
    • (2010) Neuron , vol.67 , pp. 25-32
    • van der Meer, M.A.1    Johnson, A.2    Schmitzer-Torbert, N.C.3    Redish, A.D.4
  • 71
    • 67349122055 scopus 로고    scopus 로고
    • A neurocomputational model of classical conditioning phenomena: a putative role for the hippocampal region in associative learning
    • Moustafa, A.A., Myers, C.E. & Gluck, M.A. (2009) A neurocomputational model of classical conditioning phenomena: a putative role for the hippocampal region in associative learning. Brain Res., 1276, 180-195.
    • (2009) Brain Res. , vol.1276 , pp. 180-195
    • Moustafa, A.A.1    Myers, C.E.2    Gluck, M.A.3
  • 74
    • 0037987978 scopus 로고    scopus 로고
    • Temporal difference models and reward-related learning in the human brain
    • O'Doherty, J.P., Dayan, P., Friston, K., Critchley, H. & Dolan, R.J. (2003) Temporal difference models and reward-related learning in the human brain. Neuron, 38, 329-337.
    • (2003) Neuron , vol.38 , pp. 329-337
    • O'Doherty, J.P.1    Dayan, P.2    Friston, K.3    Critchley, H.4    Dolan, R.J.5
  • 75
    • 34447643062 scopus 로고    scopus 로고
    • Model-based fMRI and its application to reward learning and decision making
    • O'Doherty, J.P., Hampton, A. & Kim, H. (2007) Model-based fMRI and its application to reward learning and decision making. Ann. NY Acad. Sci., 1104, 35-53.
    • (2007) Ann. NY Acad. Sci. , vol.1104 , pp. 35-53
    • O'Doherty, J.P.1    Hampton, A.2    Kim, H.3
  • 76
    • 0029997176 scopus 로고    scopus 로고
    • D1/D5 dopamine receptor activation increases the magnitude of early long-term potentiation at CA1 hippocampal synapses
    • Otmakhova, N.A. & Lisman, J.E. (1996) D1/D5 dopamine receptor activation increases the magnitude of early long-term potentiation at CA1 hippocampal synapses. J. Neurosci., 16, 7478-7486.
    • (1996) J. Neurosci. , vol.16 , pp. 7478-7486
    • Otmakhova, N.A.1    Lisman, J.E.2
  • 77
    • 0036159133 scopus 로고    scopus 로고
    • Activity in human ventral striatum locked to errors of reward prediction
    • Pagnoni, G., Zink, C.F., Montague, P.R. & Berns, G.S. (2002) Activity in human ventral striatum locked to errors of reward prediction. Nat. Neurosci., 5, 97-98.
    • (2002) Nat. Neurosci. , vol.5 , pp. 97-98
    • Pagnoni, G.1    Zink, C.F.2    Montague, P.R.3    Berns, G.S.4
  • 78
    • 70350558451 scopus 로고    scopus 로고
    • Brain hemispheres selectively track the expected value of contralateral options
    • Palminteri, S., Boraud, T., Lafargue, G., Dubois, B. & Pessiglione, M. (2009) Brain hemispheres selectively track the expected value of contralateral options. J. Neurosci., 29, 13465-13472.
    • (2009) J. Neurosci. , vol.29 , pp. 13465-13472
    • Palminteri, S.1    Boraud, T.2    Lafargue, G.3    Dubois, B.4    Pessiglione, M.5
  • 79
    • 33748302924 scopus 로고    scopus 로고
    • Dopamine-dependent prediction errors underpin reward-seeking behaviour in humans
    • Pessiglione, M., Seymour, B., Flandin, G., Dolan, R.J. & Frith, C.D. (2006) Dopamine-dependent prediction errors underpin reward-seeking behaviour in humans. Nature, 442, 1042-1045.
    • (2006) Nature , vol.442 , pp. 1042-1045
    • Pessiglione, M.1    Seymour, B.2    Flandin, G.3    Dolan, R.J.4    Frith, C.D.5
  • 80
    • 34548651404 scopus 로고    scopus 로고
    • Orbitofrontal cortex encodes willingness to pay in everyday economic transactions
    • Plassmann, H., O'Doherty, J. & Rangel, A. (2007) Orbitofrontal cortex encodes willingness to pay in everyday economic transactions. J. Neurosci., 27, 9984-9988.
    • (2007) J. Neurosci. , vol.27 , pp. 9984-9988
    • Plassmann, H.1    O'Doherty, J.2    Rangel, A.3
  • 81
    • 0033566079 scopus 로고    scopus 로고
    • Neural correlates of decision variables in parietal cortex
    • Platt, M.L. & Glimcher, P.W. (1999) Neural correlates of decision variables in parietal cortex. Nature, 400, 233-238.
    • (1999) Nature , vol.400 , pp. 233-238
    • Platt, M.L.1    Glimcher, P.W.2
  • 83
    • 1842679266 scopus 로고    scopus 로고
    • Hippocampal contribution to the novel use of relational information in declarative memory
    • Preston, A.R., Shrager, Y., Dudukovic, N.M. & Gabrieli, J.D. (2004) Hippocampal contribution to the novel use of relational information in declarative memory. Hippocampus, 14, 148-152.
    • (2004) Hippocampus , vol.14 , pp. 148-152
    • Preston, A.R.1    Shrager, Y.2    Dudukovic, N.M.3    Gabrieli, J.D.4
  • 84
    • 45749098894 scopus 로고    scopus 로고
    • A framework for studying the neurobiology of value-based decision making
    • Rangel, A., Camerer, C. & Montague, P.R. (2008) A framework for studying the neurobiology of value-based decision making. Nat. Rev. Neurosci., 9, 545-556.
    • (2008) Nat. Rev. Neurosci. , vol.9 , pp. 545-556
    • Rangel, A.1    Camerer, C.2    Montague, P.R.3
  • 85
    • 48349092693 scopus 로고    scopus 로고
    • A unified framework for addiction: vulnerabilities in the decision process
    • discussion 437-487
    • Redish, A.D., Jensen, S. & Johnson, A. (2008) A unified framework for addiction: vulnerabilities in the decision process. Behav. Brain Sci., 31, 415-437; discussion 437-487.
    • (2008) Behav. Brain Sci. , vol.31 , pp. 415-437
    • Redish, A.D.1    Jensen, S.2    Johnson, A.3
  • 86
    • 0025534757 scopus 로고
    • Perceptual representation systems and implicit memory. Toward a resolution of the multiple memory systems debate
    • discussion 567-571
    • Schacter, D.L. (1990) Perceptual representation systems and implicit memory. Toward a resolution of the multiple memory systems debate. Ann. NY Acad. Sci., 608, 543-567; discussion 567-571.
    • (1990) Ann. NY Acad. Sci. , vol.608 , pp. 543-567
    • Schacter, D.L.1
  • 87
    • 36348966690 scopus 로고    scopus 로고
    • Reinforcement learning signals in the human striatum distinguish learners from nonlearners during reward-based decision making
    • Schönberg, T., Daw, N.D., Joel, D. & O'Doherty, J.P. (2007) Reinforcement learning signals in the human striatum distinguish learners from nonlearners during reward-based decision making. J. Neurosci., 27, 12860-12867.
    • (2007) J. Neurosci. , vol.27 , pp. 12860-12867
    • Schönberg, T.1    Daw, N.D.2    Joel, D.3    O'Doherty, J.P.4
  • 88
    • 70349967987 scopus 로고    scopus 로고
    • Selective impairment of prediction error signaling in human dorsolateral but not ventral striatum in Parkinson's disease patients: evidence from a model-based fMRI study
    • Schönberg, T., O'Doherty, J.P., Joel, D., Inzelberg, R., Segev, Y. & Daw, N.D. (2010) Selective impairment of prediction error signaling in human dorsolateral but not ventral striatum in Parkinson's disease patients: evidence from a model-based fMRI study. Neuroimage, 49, 772-781.
    • (2010) Neuroimage , vol.49 , pp. 772-781
    • Schönberg, T.1    O'Doherty, J.P.2    Joel, D.3    Inzelberg, R.4    Segev, Y.5    Daw, N.D.6
  • 90
    • 32444439058 scopus 로고    scopus 로고
    • Behavioral theories and the neurophysiology of reward
    • Schultz, W. (2006) Behavioral theories and the neurophysiology of reward. Annu. Rev. Psychol., 57, 87-115.
    • (2006) Annu. Rev. Psychol. , vol.57 , pp. 87-115
    • Schultz, W.1
  • 91
    • 0030896968 scopus 로고    scopus 로고
    • A neural substrate of prediction and reward
    • Schultz, W., Dayan, P. & Montague, P.R. (1997) A neural substrate of prediction and reward. Science, 275, 1593-1599.
    • (1997) Science , vol.275 , pp. 1593-1599
    • Schultz, W.1    Dayan, P.2    Montague, P.R.3
  • 92
    • 77956880130 scopus 로고    scopus 로고
    • Dopamine and adaptive memory
    • Shohamy, D. & Adcock, R.A. (2010) Dopamine and adaptive memory. Trends Cogn. Sci., 14, 464-472.
    • (2010) Trends Cogn. Sci. , vol.14 , pp. 464-472
    • Shohamy, D.1    Adcock, R.A.2
  • 93
    • 53849090288 scopus 로고    scopus 로고
    • Integrating memories in the human brain: hippocampal-midbrain encoding of overlapping events
    • Shohamy, D. & Wagner, A.D. (2008) Integrating memories in the human brain: hippocampal-midbrain encoding of overlapping events. Neuron, 60, 378-389.
    • (2008) Neuron , vol.60 , pp. 378-389
    • Shohamy, D.1    Wagner, A.D.2
  • 94
    • 33644639638 scopus 로고    scopus 로고
    • L-dopa impairs learning, but spares generalization, in Parkinson's disease
    • Shohamy, D., Myers, C.E., Geghman, K.D., Sage, J. & Gluck, M.A. (2006) L-dopa impairs learning, but spares generalization, in Parkinson's disease. Neuropsychologia, 44, 774-784.
    • (2006) Neuropsychologia , vol.44 , pp. 774-784
    • Shohamy, D.1    Myers, C.E.2    Geghman, K.D.3    Sage, J.4    Gluck, M.A.5
  • 95
    • 38349186658 scopus 로고    scopus 로고
    • Basal ganglia and dopamine contributions to probabilistic category learning
    • Shohamy, D., Myers, C.E., Kalanithi, J. & Gluck, M.A. (2008) Basal ganglia and dopamine contributions to probabilistic category learning. Neurosci. Biobehav. Rev., 32, 219-236.
    • (2008) Neurosci. Biobehav. Rev. , vol.32 , pp. 219-236
    • Shohamy, D.1    Myers, C.E.2    Kalanithi, J.3    Gluck, M.A.4
  • 96
    • 79955709936 scopus 로고    scopus 로고
    • Neural correlates of forward planning in a spatial decision task in humans
    • Simon, D.A. & Daw, N.D. (2011) Neural correlates of forward planning in a spatial decision task in humans. J. Neurosci., 31, 5526-5539.
    • (2011) J. Neurosci. , vol.31 , pp. 5526-5539
    • Simon, D.A.1    Daw, N.D.2
  • 97
    • 77249105967 scopus 로고    scopus 로고
    • Distinct value signals in anterior and posterior ventromedial prefrontal cortex
    • Smith, D.V., Hayden, B.Y., Truong, T.K., Song, A.W., Platt, M.L. & Huettel, S.A. (2010) Distinct value signals in anterior and posterior ventromedial prefrontal cortex. J. Neurosci., 30, 2490-2495.
    • (2010) J. Neurosci. , vol.30 , pp. 2490-2495
    • Smith, D.V.1    Hayden, B.Y.2    Truong, T.K.3    Song, A.W.4    Platt, M.L.5    Huettel, S.A.6
  • 98
    • 0026847039 scopus 로고
    • Memory and the hippocampus: a synthesis from findings with rats, monkeys, and humans
    • Squire, L.R. (1992) Memory and the hippocampus: a synthesis from findings with rats, monkeys, and humans. Psychol. Rev., 99, 195-231.
    • (1992) Psychol. Rev. , vol.99 , pp. 195-231
    • Squire, L.R.1
  • 99
    • 67650911322 scopus 로고    scopus 로고
    • Mind the gap: binding experiences across space and time in the human hippocampus
    • Staresina, B.P. & Davachi, L. (2009) Mind the gap: binding experiences across space and time in the human hippocampus. Neuron, 63, 267-276.
    • (2009) Neuron , vol.63 , pp. 267-276
    • Staresina, B.P.1    Davachi, L.2
  • 101
    • 2942726234 scopus 로고    scopus 로고
    • Matching behavior and the representation of value in the parietal cortex
    • Sugrue, L.P., Corrado, G.S. & Newsome, W.T. (2004) Matching behavior and the representation of value in the parietal cortex. Science, 304, 1782-1787.
    • (2004) Science , vol.304 , pp. 1782-1787
    • Sugrue, L.P.1    Corrado, G.S.2    Newsome, W.T.3
  • 103
    • 0020421621 scopus 로고
    • The projections of the ventral tegmental area and adjacent regions: a combined fluorescent retrograde tracer and immunofluorescence study in the rat
    • Swanson, L.W. (1982) The projections of the ventral tegmental area and adjacent regions: a combined fluorescent retrograde tracer and immunofluorescence study in the rat. Brain Res. Bull., 9, 321-353.
    • (1982) Brain Res. Bull. , vol.9 , pp. 321-353
    • Swanson, L.W.1
  • 105
    • 0036322886 scopus 로고    scopus 로고
    • Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain
    • Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N., Mazoyer, B. & Joliot, M. (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage, 15, 273-289.
    • (2002) Neuroimage , vol.15 , pp. 273-289
    • Tzourio-Mazoyer, N.1    Landeau, B.2    Papathanassiou, D.3    Crivello, F.4    Etard, O.5    Delcroix, N.6    Mazoyer, B.7    Joliot, M.8
  • 106
    • 45249097567 scopus 로고    scopus 로고
    • Striatal activity underlies novelty-based choice in humans
    • Wittmann, B.C., Daw, N.D., Seymour, B. & Dolan, R.J. (2008) Striatal activity underlies novelty-based choice in humans. Neuron, 58, 967-973.
    • (2008) Neuron , vol.58 , pp. 967-973
    • Wittmann, B.C.1    Daw, N.D.2    Seymour, B.3    Dolan, R.J.4
  • 107
    • 78049498780 scopus 로고    scopus 로고
    • Flexible memories: differential roles for medial temporal lobe and prefrontal cortex in cross-episode binding
    • Zeithamova, D. & Preston, A.R. (2010) Flexible memories: differential roles for medial temporal lobe and prefrontal cortex in cross-episode binding. J. Neurosci., 30, 14676-14684.
    • (2010) J. Neurosci. , vol.30 , pp. 14676-14684
    • Zeithamova, D.1    Preston, A.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.