Computational Phenotyping of Two-Person Interactions Reveals Differential Neural Response to Depth-of-Thought

PLoS Computational Biology

Volumn 8, Issue 12, 2012, Pages

  Xiang, Ting ^a   Ray, Debajyoti ^b   Lohrenz, Terry ^c   Dayan, Peter ^d   Montague, P Read ^c,e  

^a BAYLOR COLLEGE OF MEDICINE   (United States)

^b CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

^c VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY   (United States)

^d UNIVERSITY COLLEGE LONDON   (United Kingdom)

^e WELLCOME TRUST CENTRE FOR NEUROIMAGING   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL THEORY OF MIND; ECONOMIC EXCHANGE; HEALTHY CONTROLS; HEALTHY SUBJECTS; MIND MODELS; NEURAL CORRELATE; NEURAL RESPONSE; PHENOTYPING; PSYCHIATRIC DISEASE; THEORY OF MINDS;

COMPUTATION THEORY;

BIOLOGICAL MARKER;

ARTICLE; BIOSENSOR; BOLD SIGNAL; CONTROLLED STUDY; EXECUTIVE FUNCTION; HUMAN; LEARNING TEST; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; NERVE CELL; NEUROANATOMY; NEUROPHYSIOLOGY; PHENOTYPE; PLAY; PREDICTION; SOCIAL INTERACTION; TASK PERFORMANCE; THEORETICAL MODEL; THEORY OF MIND; THINKING;

EID: 84872010545     PISSN: 1553734X     EISSN: 15537358     Source Type: Journal    
DOI: 10.1371/journal.pcbi.1002841     Document Type: Article

References (33)

1. Sanfey AG, (2007) Social decision-making: insights from game theory and neuroscience. Science 318: 598-602.
2. Lee D, (2008) Game theory and neural basis of social decision making. Nat Neurosci 11: 404-409.
3. Hampton AN, Bossaerts P, O'Doherty JP, (2007) Neural correlates of mentalizing-related computations during strategic interactions in humans. Proc Natl Acad Sci USA 105: 6741-6746.
4. Yoshida W, Dolan RJ, Friston KJ, (2008) Game theory of mind. PLoS Comput Biol 4: e1000254.
5. Yoshida W, Seymour B, Dolan RJ, Friston KJ, (2010) Neural Influence of belief inference during social games. J Neurosci 30: 10744-10751.
6. Yoshida W, Dziobek I, Kliemann D, Heekeren HR, Friston KJ, et al. (2010) Cooperation and heterogeneity of the Austistic Mind. J Neurosci 30: 8815-8818.
7. King-Casas B, Tomlin D, Anen C, Camerer CF, Quartz SR, et al. (2005) Getting to know you: reputation and trust in a two-person economic exchange. Science 308: 78-83.
8. Tomlin D, Kayali MA, King-Casas B, Anen C, Camerer CF, et al. (2006) Agent-specific responses in the cingulate cortex during economic exchanges. Science 312: 1047-1050.
9. King-Casas B, Sharp C, Loman-Bream L, Lohrenz T, Fonagy P, et al. (2008) The rupture and repair of cooperation in Borderline Personality Disorder. Science 321: 806-810.
10. Ray D, King-Casas B, Montague PR, Dayan P, (2008) Bayesian model of behaviour in economic games. NIPS 21: 1345-1353.
11. Fehr E, Camerer CF, (2007) Social neuroeconomics: the neural circuitry of social preferences. Trends Cogn Sci 11: 419-427.
12. Camerer CF, Ho T-H, Chong J-K, (2004) A cognitive hierarchy model of games. Q J Econ 119: 861-898.
13. Fehr E, Schmidt KM, (1999) A theory of fairness, competition, and cooperation. Q J Econ 114: 817-868.
14. Harsanyi JC, (1967) Games with incomplete information played by "Bayesian" players. Manage Sci 14: 159-182.
15. Camerer CF (2003) Behavioral Game theory: Experiments in Strategic Interaction. Princeton, New Jersey: Princeton University Press.
16. Dugatkin LA, Reeve HK (2000) Game Theory and Animal Behavior. New York: Oxford University Press.
17. O'Doherty JP, Dayan P, Friston K, Critchley H, Dolan RJ, (2003) Temporal difference models and reward-related learning in the human brain. Neuron 38: 329-337.
18. Pagnoni G, Zink CF, Montague PR, Berns GS, (2002) Activity in human ventral striatum locked to errors of reward prediction. Nat Neurosci 5: 97-98.
19. Haruno M, Kuroda T, Doya K, Toyama K, Kimura M, et al. (2004) A neural correlate of reward-based behavioral learning in caudate nucleus: a functional magnetic resonance imaging study of a stochastic decision task. J Neurosci 24: 1660-1665.
20. Koshelev M, Lohrenz T, Vannucci M, Montague PR, (2010) Biosensor approach to psychopathology classification. PLos Comput Biol 6: e1000966.
21. McClure SM, Berns GS, Montague PR, (2003) Temporal prediction errors in a passive learning task activate human striatum. Neuron 38: 339-346.
22. O'Doherty J, Dayan P, Schultz J, Deichmann R, Friston K, et al. (2004) Dissociable roles of ventral and dorsal striatum in instrumental conditioning. Science 304: 452-454.
23. Montague PR, Hyman SE, Cohen JD, (2004) Computational roles for dopamine in behavioral control. Nature 431: 760-767.
24. Behrens TEJ, Hunt LT, Woolrich MW, Rushworth NFS, (2008) Associative learning of social value. Nature 456: 245-250.
25. Saxe R, Kanwisher N, (2003) People thinking about thinking people. The role of temporo-parietal junction in "theory of mind". Neuroimage 19: 1835-1842.
26. Young L, Camprodon JA, Hauser M, Pascual-Leone A, Saxe R, (2010) Disruption of the right temporoparietal junction with transcranial magnetic stimulation reduced the role of beliefs in moral judgements. Proc Natl Acad Sci USA 107: 6753-6758.
27. Bhatt MA, Lohrenz T, Camerer CF, Montague PR, (2010) Neural signatures of strategic types in a two-person bargaining game. Proc Natl Acad Sci USA 107: 19720-19725.
28. Mars R, Sallet J, Schüffelgen U, Jbabdi S, Toni I, et al. (2012) Connectivity-based subdivisions of the human right "temporoparietal junction area": evidence for different areas participating in different cortical networks. Cereb Cortex 22: 1894-903 Epub 2011 Sep 27.
29. Sutton RS, Barto AG (1998) Reinforcement Learning: An Introduction. Cambridge, Massachusetts: MIT Press.
30. Montague PR, Dayan P, Sejnowski TJ, (1996) A framework for mesencephalic dopamine systems based on predictive Hebbian learning. J Neurosci 16: 1936-1947.
31. Montague PR, King-Casas B, Cohen JD, (2006) Imaging valuation models in human choice. Annu Rev Neurosci 29: 417-448.
32. Seo H, Lee D, (2008) Cortical mechanisms for reinforcement learning in competitive games. Phil Trans R Soc B 363: 3845-3857.
33. Behrens TEJ, Hunt LT, Rushworth NFS, (2009) The computation of social behavior. Science 324: 1160-1164.