Reinforcement Learning Signal Predicts Social Conformity

Neuron

Volumn 61, Issue 1, 2009, Pages 140-151

  Klucharev, Vasily ^a,b   Hytönen, Kaisa ^a,b   Rijpkema, Mark ^a   Smidts, Ale ^b   Fernández, Guillén ^a,c  

^a RADBOUD UNIVERSITY   (Netherlands)

^b ERASMUS UNIVERSITY   (Netherlands)

^c RADBOUD UNIVERSITY MEDICAL CENTER   (Netherlands)

Author keywords

SYSNEURO

Indexed keywords

ADULT; ARTICLE; BEHAVIOR; CINGULATE GYRUS; CONFLICT; CONTROLLED STUDY; CORPUS STRIATUM; DECISION MAKING; FACE; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; LEARNING; NEUROTRANSMISSION; NORMAL HUMAN; PREDICTION; PRIORITY JOURNAL; REINFORCEMENT; SOCIAL PSYCHOLOGY;

ADULT; BEHAVIOR; BRAIN; BRAIN MAPPING; DECISION MAKING; FEMALE; HUMANS; JUDGMENT; LEARNING; MAGNETIC RESONANCE IMAGING; MODELS, NEUROLOGICAL; REINFORCEMENT (PSYCHOLOGY); SOCIAL CONFORMITY; YOUNG ADULT;

EID: 58149469091     PISSN: 08966273     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuron.2008.11.027     Document Type: Article

References (63)

1. Aron A.R., Shohamy D., Clark J., Myers C., Gluck M.A., and Poldrack R.A. Human midbrain sensitivity to cognitive feedback and uncertainty during classification learning. J. Neurophysiol. 92 (2004) 1144-1152
2. Asch S. Effects of group pressure upon the modification and distortion of judgments. In: Guetzkow H. (Ed). Groups, Leadership and Men Research in Human Relations (1951), Carnegie Press, Pittsburgh 177-190
3. Bendor J., and Swistak P. The evolution of norms. Am. J. Sociol. 106 (2001) 1493-1545
4. Berns G.S., McClure S.M., Pagnoni G., and Montague P.R. Predictability modulates human brain response to reward. J. Neurosci. 21 (2001) 2793-2798
5. Berns G.S., Chappelow J., Zink C.F., Pagnoni G., Martin-Skurski M.E., and Richards J. Neurobiological correlates of social conformity and independence during mental rotation. Biol. Psychiatry 58 (2005) 245-253
6. Besson C., and Louilot A. Asymmetrical involvement of mesolimbic dopaminergic neurons in affective perception. Neuroscience 68 (1995) 963-968
7. Botvinick M., Nystrom L.E., Fissell K., Carter C.S., and Cohen J.D. Conflict monitoring versus selection-for-action in anterior cingulate cortex. Nature 402 (1999) 179-181
8. Bronstad P.M., and Russell R. Beauty is in the 'we' of the beholder: greater agreement on facial attractiveness among close relations. Perception 36 (2007) 1674-1681
9. Buckner R.L., Andrews-Hanna J.R., and Schacter D.L. The brain's default network: anatomy, function, and relevance to disease. Ann. N Y Acad. Sci. 1124 (2008) 1-38
10. Carelli R.M. The nucleus accumbens and reward: neurophysiological investigations in behaving animals. Behav. Cogn. Neurosci. Rev. 1 (2002) 281-296
11. Cialdini R.B., and Goldstein N.J. Social influence: compliance and conformity. Annu. Rev. Psychol. 55 (2004) 591-621
12. Cloutier J., Heatherton T.F., Whalen P.J., and Kelley W.M. Are attractive people rewarding? Sex differences in the neural substrates of facial attractiveness. J. Cogn. Neurosci. 20 (2008) 941-951
13. Cohen M.X. Individual differences and the neural representations of reward expectation and reward prediction error. Soc. Cogn. Affect Neurosci. 2 (2007) 20-30
14. Cohen M.X., and Ranganath C. Reinforcement learning signals predict future decisions. J. Neurosci. 27 (2007) 371-378
15. Delgado M.R., Frank R.H., and Phelps E.A. Perceptions of moral character modulate the neural systems of reward during the trust game. Nat. Neurosci. 8 (2005) 1611-1618
16. di Pellegrino G., Ciaramelli E., and Ladavas E. The regulation of cognitive control following rostral anterior cingulate cortex lesion in humans. J. Cogn. Neurosci. 19 (2007) 275-286
17. Diedrichsen J., Hashambhoy Y., Rane T., and Shadmehr R. Neural correlates of reach errors. J. Neurosci. 25 (2005) 9919-9931
18. Eisenberger N.I., Lieberman M.D., and Williams K.D. Does rejection hurt? An FMRI study of social exclusion. Science 302 (2003) 290-292
19. Ekman P., Friesen W., and Hager J. Facial Action Coding System (1978), Consulting Psychologists Press, Palo Alto, CA
20. Fehr E., and Fischbacher U. Third-party punishment and social norms. Evol. Hum. Behav. 25 (2004) 63-87
21. Fliessbach K., Weber B., Trautner P., Dohmen T., Sunde U., Elger C.E., and Falk A. Social comparison affects reward-related brain activity in the human ventral striatum. Science 318 (2007) 1305-1308
22. Frank M.J., Woroch B.S., and Curran T. Error-related negativity predicts reinforcement learning and conflict biases. Neuron 47 (2005) 495-501
23. Friston K.J., Frith C.D., Turner R., and Frackowiak R.S. Characterizing evoked hemodynamics with fMRI. Neuroimage 2 (1995) 157-165
24. Gehring W.J., Goss B., Coles M.G.H., Meyer D.E., and Donchin E. A neural system for error detection and compensation. Psychol. Sci. 4 (1993) 385-390
25. Geiselman R.E., Haight N.A., and Kimata L.G. Context effects on the perceived physical attractiveness of faces. J. Exp. Soc. Psychol. 20 (1984) 409-424
26. Greene J.D., Nystrom L.E., Engell A.D., Darley J.M., and Cohen J.D. The neural bases of cognitive conflict and control in moral judgment. Neuron 44 (2004) 389-400
27. Herrmann M.J., Rommler J., Ehlis A.C., Heidrich A., and Fallgatter A.J. Source localization (LORETA) of the error-related-negativity (ERN/Ne) and positivity (Pe). Brain Res. Cogn. Brain Res. 20 (2004) 294-299
28. Holroyd C.B., and Coles M.G. The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity. Psychol. Rev. 109 (2002) 679-709
29. Homans G.C. The Human Group (1950), Harcourt, New York
30. Iaria G., Fox C.J., Waite C.T., Aharon I., and Barton J.J. The contribution of the fusiform gyrus and superior temporal sulcus in processing facial attractiveness: Neuropsychological and neuroimaging evidence. Neuroscience 155 (2008) 409-422
31. Jones B.C., DeBruine L.M., Little A.C., Burriss R.P., and Feinberg D.R. Social transmission of face preferences among humans. Proc. Biol. Sci. 274 (2007) 899-903
32. Kennerley S.W., Walton M.E., Behrens T.E., Buckley M.J., and Rushworth M.F. Optimal decision making and the anterior cingulate cortex. Nat. Neurosci. 9 (2006) 940-947
33. Kenrick D.T., and Guttierres S.E. Contrast effect and judgements of physical attractiveness. J. Appl. Soc. Psychol. 38 (1980) 131-140
34. Kerns J.G., Cohen J.D., MacDonald III A.W., Cho R.Y., Stenger V.A., and Carter C.S. Anterior cingulate conflict monitoring and adjustments in control. Science 303 (2004) 1023-1026
35. King-Casas B., Sharp C., Lomax-Bream L., Lohrenz T., Fonagy P., and Montague P.R. The rupture and repair of cooperation in borderline personality disorder. Science 321 (2008) 806-810
36. Knutson B., and Wimmer G.E. Splitting the difference: how does the brain code reward episodes?. Ann. N Y Acad. Sci. 1104 (2007) 54-69
37. Knutson B., Taylor J., Kaufman M., Peterson R., and Glover G. Distributed neural representation of expected value. J. Neurosci. 25 (2005) 4806-4812
38. Langlois J.H., Kalakanis L., Rubenstein A.J., Larson A., Hallam M., and Smoot M. Maxims or myths of beauty? A meta-analytic and theoretical review. Psychol. Bull. 126 (2000) 390-423
39. Little A., Burriss R., Jones B., DeBruine L., and Caldwell C. Social influence in human face preference: men and women are influenced more for long-term than short-term attractiveness decisions. Evol. Hum. Behav. 29 (2008) 140-146
40. McClure S.M., Berns G.S., and Montague P.R. Temporal prediction errors in a passive learning task activate human striatum. Neuron 38 (2003) 339-346
41. McCoy A.N., and Platt M.L. Expectations and outcomes: decision-making in the primate brain. J. Comp. Physiol. A Neuroethol. Sens. Neural Behav. Physiol. 191 (2005) 201-211
42. Montague P.R., and Lohrenz T. To detect and correct: norm violations and their enforcement. Neuron 56 (2007) 14-18
43. Montague P.R., King-Casas B., and Cohen J.D. Imaging valuation models in human choice. Annu. Rev. Neurosci. 29 (2006) 417-448
44. Nagano-Saito A., Leyton M., Monchi O., Goldberg Y.K., He Y., and Dagher A. Dopamine depletion impairs frontostriatal functional connectivity during a set-shifting task. J. Neurosci. 28 (2008) 3697-3706
45. Nichols T., Brett M., Andersson J., Wager T., and Poline J.B. Valid conjunction inference with the minimum statistic. Neuroimage 25 (2005) 653-660
46. O'Doherty J.P. Reward representations and reward-related learning in the human brain: insights from neuroimaging. Curr. Opin. Neurobiol. 14 (2004) 769-776
47. Phelps E.A., and LeDoux J.E. Contributions of the amygdala to emotion processing: from animal models to human behavior. Neuron 48 (2005) 175-187
48. Picard N., and Strick P.L. Motor areas of the medial wall: a review of their location and functional activation. Cereb. Cortex 6 (1996) 342-353
49. Pochon J.B., Riis J., Sanfey A.G., Nystrom L.E., and Cohen J.D. Functional imaging of decision conflict. J. Neurosci. 28 (2008) 3468-3473
50. Ridderinkhof K.R., Ullsperger M., Crone E.A., and Nieuwenhuis S. The role of the medial frontal cortex in cognitive control. Science 306 (2004) 443-447
51. Rilling J., Gutman D., Zeh T., Pagnoni G., Berns G., and Kilts C. A neural basis for social cooperation. Neuron 35 (2002) 395-405
52. Sanfey A.G., Rilling J.K., Aronson J.A., Nystrom L.E., and Cohen J.D. The neural basis of economic decision-making in the Ultimatum Game. Science 300 (2003) 1755-1758
53. Schall J.D., Stuphorn V., and Brown J.W. Monitoring and control of action by the frontal lobes. Neuron 36 (2002) 309-322
54. Schonberg T., Daw N.D., Joel D., and O'Doherty J.P. Reinforcement learning signals in the human striatum distinguish learners from nonlearners during reward-based decision making. J. Neurosci. 27 (2007) 12860-12867
55. Schultz W. Behavioral theories and the neurophysiology of reward. Annu. Rev. Psychol. 57 (2006) 87-115
56. Singer T., Seymour B., O'Doherty J.P., Stephan K.E., Dolan R.J., and Frith C.D. Empathic neural responses are modulated by the perceived fairness of others. Nature 439 (2006) 466-469
57. Snyder M., and Gangestad S. On the nature of self-monitoring: matters of assessment, matters of validity. J. Pers. Soc. Psychol. 51 (1986) 125-139
58. Somerville L.H., Heatherton T.F., and Kelley W.M. Anterior cingulate cortex responds differentially to expectancy violation and social rejection. Nat. Neurosci. 9 (2006) 1007-1008
59. Spitzer M., Fischbacher U., Herrnberger B., Gron G., and Fehr E. The neural signature of social norm compliance. Neuron 56 (2007) 185-196
60. Tobler P.N., Fletcher P.C., Bullmore E.T., and Schultz W. Learning-related human brain activations reflecting individual finances. Neuron 54 (2007) 167-175
61. Willis J., and Todorov A. First impressions: making up your mind after a 100-ms exposure to a face. Psychol. Sci. 17 (2006) 592-598
62. Yeung N., and Sanfey A.G. Independent coding of reward magnitude and valence in the human brain. J. Neurosci. 24 (2004) 6258-6264
63. Zink C.F., Tong Y., Chen Q., Bassett D.S., Stein J.L., and Meyer-Lindenberg A. Know your place: Neural processing of social hierarchy in humans. Neuron 58 (2008) 273-283