Theory of Mind: A Neural Prediction Problem

Neuron

Volumn 79, Issue 5, 2013, Pages 836-848

  Koster Hale, Jorie ^a   Saxe, Rebecca ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ATTENTION; BEHAVIOR; BRAIN REGION; HUMAN; NERVE POTENTIAL; NERVE STIMULATION; NONHUMAN; PERSONALITY; PREDICTION; PRIORITY JOURNAL; REVIEW; SENSORY SYSTEM; THEORY OF MIND; THINKING;

BRAIN; BRAIN MAPPING; COGNITION; HUMANS; MODELS, NEUROLOGICAL; SOCIAL BEHAVIOR; SOCIAL PERCEPTION; THEORY OF MIND;

EID: 84884188325     PISSN: 08966273     EISSN: 10974199     Source Type: Journal    
DOI: 10.1016/j.neuron.2013.08.020     Document Type: Review

References (147)

1. Aichhorn M., Perner J., Weiss B., Kronbichler M., Staffen W., Ladurner G. Temporo-parietal junction activity in theory-of-mind tasks: falseness, beliefs, or attention. J.Cogn. Neurosci. 2009, 21:1179-1192.
2. Alink A., Schwiedrzik C.M., Kohler A., Singer W., Muckli L. Stimulus predictability reduces responses in primary visual cortex. J.Neurosci. 2010, 30:2960-2966.
3. Allison T., Puce A., McCarthy G. Category-sensitive excitatory and inhibitory processes in human extrastriate cortex. J.Neurophysiol. 2002, 88:2864-2868.
4. Baker C.L., Saxe R., Tenenbaum J.B. Action understanding as inverse planning. Cognition 2009, 113:329-349.
5. Baker, C.L., Saxe, R.R., and Tenenbaum, J.B. (2011). Bayesian theory of mind: Modeling joint belief-desire attribution. In Proceedings of the thirty-second annual conference of the cognitive science society (pp. 2469-2474).
6. Barlow H.B. Possible principles underlying the transformation ofsensory messages. SensoryCommunication 1961, 217-234. MIT Press, Cambridge, MA. W.A. Rosenblith (Ed.).
7. Battelli L., Cavanagh P., Thornton I.M. Perception of biological motion in parietal patients. Neuropsychologia 2003, 41:1808-1816.
8. Bayer H.M., Glimcher P.W. Midbrain dopamine neurons encode aquantitative reward prediction error signal. Neuron 2005, 47:129-141.
9. Behrens T.E., Hunt L.T., Woolrich M.W., Rushworth M.F. Associative learning of social value. Nature 2008, 456:245-249.
10. Behrens T.E., Hunt L.T., Rushworth M.F. The computation of social behavior. Science 2009, 324:1160-1164.
11. Berthoz S., Armony J.L., Blair R.J.R., Dolan R.J. An fMRI studyof intentional and unintentional (embarrassing) violations of social norms. Brain 2002, 125:1696-1708.
12. Blake R., Shiffrar M. Perception of human motion. Annu. Rev. Psychol. 2007, 58:47-73.
13. Bonda E., Petrides M., Ostry D., Evans A. Specific involvement of human parietal systems and the amygdala in the perception of biological motion. J.Neurosci. 1996, 16:3737-3744.
14. Bortoletto M., Mattingley J.B., Cunnington R. Action intentions modulate visual processing during action perception. Neuropsychologia 2011, 49:2097-2104.
15. Bradley M.M., Sabatinelli D., Lang P.J., Fitzsimmons J.R., King W., Desai P. Activation of the visual cortex in motivated attention. Behav. Neurosci. 2003, 117:369-380.
16. Brass M., Schmitt R.M., Spengler S., Gergely G. Investigating action understanding: inferential processes versus action simulation. Curr. Biol. 2007, 17:2117-2121.
17. Brown E.C., Brüne M. The role of prediction in social neuroscience. Front Hum Neurosci 2012, 6:147.
18. Bubic A., von Cramon D.Y., Jacobsen T., Schröger E., Schubotz R.I. Violation of expectation: neural correlates reflect bases of prediction. J.Cogn. Neurosci. 2009, 21:155-168.
19. Buckholtz J.W., Asplund C.L., Dux P.E., Zald D.H., Gore J.C., Jones O.D., Marois R. The neural correlates of third-party punishment. Neuron 2008, 60:930-940.
20. Calder A.J., Beaver J.D., Winston J.S., Dolan R.J., Jenkins R., Eger E., Henson R.N. Separate coding of different gaze directions in the superior temporal sulcus and inferior parietal lobule. Curr. Biol. 2007, 17:20-25.
21. Carter E.J., Hodgins J.K., Rakison D.H. Exploring the neural correlates of goal-directed action and intention understanding. Neuroimage 2011, 54:1634-1642.
22. Chang L.J., Sanfey A.G. Great expectations: neural computations underlying the use of social norms in decision-making. Soc. Cogn. Affect. Neurosci. 2013, 8:277-284.
23. Clark A. Whatever next? Predictive brains, situated agents, and the future of cognitive science. Behav. Brain Sci. 2013, 36:181-204.
24. Cloutier J., Gabrieli J.D.E., O'Young D., Ambady N. An fMRI study of violations of social expectations: when people are not who we expectthem to be. Neuroimage 2011, 57:583-588.
25. Cohen J.D., Perlstein W.M., Braver T.S., Nystrom L.E., Noll D.C., Jonides J., Smith E.E. Temporal dynamics of brain activation during a working memory task. Nature 1997, 386:604-608.
26. Costantini M., Galati G., Ferretti A., Caulo M., Tartaro A., Romani G.L., Aglioti S.M. Neural systems underlying observation of humanly impossible movements: an FMRI study. Cereb. Cortex 2005, 15:1761-1767.
27. Csibra G., Gergely G. 'Obsessed with goals': functions and mechanisms of teleological interpretation of actions in humans. Acta Psychol. (Amst.) 2007, 124:60-78.
28. de Gardelle V., Waszczuk M., Egner T., Summerfield C. Concurrent repetition enhancement and suppression responses in extrastriatevisual cortex. Cereb. Cortex 2013, 23:2235-2244.
29. de-Wit L., Machilsen B., Putzeys T. Predictive coding and the neural response to predictable stimuli. J.Neurosci. 2010, 30:8702-8703.
30. Deen, B., and Saxe, R.R. (2012). Neural correlates of social perception: Theposterior superior temporal sulcus is modulated by action rationality, but not animacy. Proceedings of the 33rd Annual Cognitive Science Society Conference 276-81.
31. Den Ouden H.E.M., Friston K.J., Daw N.D., McIntosh A.R., Stephan K.E. A dual role for prediction error in associative learning. Cereb. Cortex 2009, 19:1175-1185.
32. Den Ouden H.E.M., Daunizeau J., Roiser J., Friston K.J., Stephan K.E. Striatal prediction error modulates cortical coupling. J.Neurosci. 2010, 30:3210-3219.
33. Den Ouden H.E.M., Kok P.P., de Lange F.P.F. How prediction errors shape perception, attention, and motivation. Front. Psychol. 2012, 3:548.
34. Desimone R.R., Albright T.D.T., Gross C.G.C., Bruce C.C. Stimulus-selective properties of inferior temporal neurons in the macaque. J.Neurosci. 1984, 4:2051-2062.
35. DiCarlo J.J., Zoccolan D., Rust N.C. How does the brain solve visual object recognition?. Neuron 2012, 73:415-434.
36. Drugowitsch J.J., Pouget A.A. Probabilistic vs. non-probabilistic approaches to the neurobiology of perceptual decision-making. Curr. Opin. Neurobiol. 2012, 22:963-969.
37. Dunne S., O'Doherty J.P. Insights from the application of computational neuroimaging to social neuroscience. Curr. Opin. Neurobiol. 2013, 23:387-392.
38. Egner T., Monti J.M., Summerfield C. Expectation and surprise determine neural population responses in the ventral visual stream. J.Neurosci. 2010, 30:16601-16608.
39. Ewbank M.P., Henson R.N., Rowe J.B., Stoyanova R.S., Calder A.J. Different neural mechanisms within occipitotemporal cortex underlie repetition suppression across same and different-size faces. Cereb. Cortex 2013, 23:1073-1084.
40. Fehr E., Camerer C.F. Social neuroeconomics: the neural circuitry of social preferences. Trends Cogn. Sci. 2007, 11:419-427.
41. Feldman H., Friston K.J. Attention, uncertainty, and free-energy. Front Hum Neurosci 2010, 4:215.
42. Felleman D.J., Van Essen D.C. Distributed hierarchical processing in the primate cerebral cortex. Cereb. Cortex 1991, 1:1-47.
43. Fiorillo C.D., Tobler P.N., Schultz W. Discrete coding of reward probability and uncertainty by dopamine neurons. Science 2003, 299:1898-1902.
44. Friston K. A theory of cortical responses. Philos. Trans. R. Soc. Lond. BBiol. Sci. 2005, 360:815-836.
45. Friston K.J. Modalities, modes, and models in functional neuroimaging. Science 2009, 326:399-403.
46. Friston K. The free-energy principle: a unified brain theory?. Nat. Rev. Neurosci. 2010, 11:127-138.
47. Frith C.D., Frith U. The Physiological Basis of Theory of Mind. Understanding Other Minds: Perspective From Developmental Soc Neurosci 2000, 335-356. Oxford UniversityPress, Oxford. S. Baron-Cohen, H. Tager-Flusberg, D. Cohen (Eds.).
48. Furl N., van Rijsbergen N.J., Treves A., Friston K.J., Dolan R.J. Experience-dependent coding of facial expression in superior temporal sulcus. Proc. Natl. Acad. Sci. USA 2007, 104:13485-13489.
49. Gergely G., Csibra G. Teleological reasoning in infancy: the nai;ve theory of rational action. Trends Cogn. Sci. 2003, 7:287-292.
50. Graf M., Reitzner B., Corves C., Casile A., Giese M., Prinz W. Predicting point-light actions in real-time. Neuroimage 2007, 36(Suppl 2):T22-T32.
51. Gregory R.L. Perceptions as hypotheses. Philos. Trans. R. Soc. Lond. B Biol. Sci. 1980, 290:181-197.
52. Grill-Spector K., Henson R., Martin A. Repetition and the brain: neural models of stimulus-specific effects. Trends Cogn. Sci. 2006, 10:14-23.
53. Grossman E.D., Battelli L.L., Pascual-Leone A.A. Repetitive TMS over posterior STS disrupts perception of biological motion. Vision Res. 2005, 45:2847-2853.
54. Grossman E.D., Jardine N.L., Pyles J.A. fMR-adaptation reveals invariant coding of biological motion on the human STS. Front Hum Neurosci 2010, 4:15.
55. Hamilton D.L., Sherman S.J. Perceiving persons and groups. Psychol. Rev. 1996, 103:336-355.
56. Hayden B.Y., Heilbronner S.R., Pearson J.M., Platt M.L. Surprise signals in anterior cingulate cortex: neuronal encoding of unsigned reward prediction errors driving adjustment in behavior. J.Neurosci. 2011, 31:4178-4187.
57. He D., Kersten D., Fang F. Opposite modulation of high- and low-level visual aftereffects by perceptual grouping. Curr. Biol. 2012, 22:1040-1045.
58. Herrmann K., Montaser-Kouhsari L., Carrasco M., Heeger D.J. When size matters: attention affects performance by contrast or response gain. Nat. Neurosci. 2010, 13:1554-1559.
59. Hesselmann G.G., Sadaghiani S.S., Friston K.J.K., Kleinschmidt A.A. Predictive coding or evidence accumulation? False inference and neuronal fluctuations. PLoS ONE 2010, 5:e9926.
60. Hillyard S.A., Vogel E.K., Luck S.J. Sensory gain control (amplification) as a mechanism of selective attention: electrophysiological and neuroimaging evidence. Philos. Trans. R. Soc. Lond. B Biol. Sci. 1998, 353:1257-1270.
61. Ishai A., Pessoa L., Bikle P.C., Ungerleider L.G. Repetition suppression of faces is modulated by emotion. Proc. Natl. Acad. Sci. USA 2004, 101:9827-9832.
62. Izuma K., Saito D.N., Sadato N. Processing of social and monetary rewards in the human striatum. Neuron 2008, 58:284-294.
63. Jastorff J., Clavagnier S., Gergely G., Orban G.A. Neural mechanisms of understanding rational actions: middle temporal gyrus activation bycontextual violation. Cereb. Cortex 2011, 21:318-329.
64. Jehee J.F., Ballard D.H. Predictive feedback can account for biphasic responses in the lateral geniculate nucleus. PLoS Comput. Biol. 2009, 5:e1000373.
65. Jellema T., Perrett D.I. Cells in monkey STS responsive to articulated body motions and consequent static posture: a case of implied motion?. Neuropsychologia 2003, 41:1728-1737.
66. Jellema T.T., Perrett D.I.D. Perceptual history influences neural responses to face and body postures. J.Cogn. Neurosci. 2003, 15:961-971.
67. Jellema T., Baker C.I., Wicker B., Perrett D.I. Neural representation for the perception of the intentionality of actions. Brain Cogn. 2000, 44:280-302.
68. Jones R.M., Somerville L.H., Li J., Ruberry E.J., Libby V., Glover G., Voss H.U., Ballon D.J., Casey B.J. Behavioral and neural properties ofsocial reinforcement learning. J.Neurosci. 2011, 31:13039-13045.
69. Kable J.W., Chatterjee A. Specificity of action representations inthe lateral occipitotemporal cortex. J.Cogn. Neurosci. 2006, 18:1498-1517.
70. Kanwisher N. Functional specificity in the human brain: a window into the functional architecture of the mind. Proc. Natl. Acad. Sci. USA 2010, 107:11163-11170.
71. Kanwisher N., McDermott J., Chun M.M. The fusiform face area: a module in human extrastriate cortex specialized for face perception. J.Neurosci. 1997, 17:4302-4311.
72. Keller G.B., Bonhoeffer T., Hübener M. Sensorimotor mismatch signals in primary visual cortex of the behaving mouse. Neuron 2012, 74:809-815.
73. Kilner J.M., Frith C.D. Action observation: inferring intentions without mirror neurons. Curr. Biol. 2008, 18:R32-R33.
74. Kok P.P., Jehee J.F.M.J., de Lange F.P.F. Less is more: expectation sharpens representations in the primary visual cortex. Neuron 2012, 75:265-270.
75. Kok P.P., Rahnev D.D., Jehee J.F.M.J., Lau H.C.H., de Lange F.P.F. Attention reverses the effect of prediction in silencing sensory signals. Cereb. Cortex 2012, 22:2197-2206.
76. Koster-Hale J., Saxe R., Dungan J., Young L.L. Decoding moral judgments from neural representations of intentions. Proc. Natl. Acad. Sci. USA 2013, 110:5648-5653.
77. Kourtzi Z., Kanwisher N. Activation in human MT/MST by static images with implied motion. J.Cogn. Neurosci. 2000, 12:48-55.
78. Krueger J., Clement R.W. The truly false consensus effect: an ineradicable and egocentric bias in social perception. J.Pers. Soc. Psychol. 1994, 67:596-610.
79. Lane R.D., Chua P.M., Dolan R.J. Common effects of emotional valence, arousal and attention on neural activation during visual processing of pictures. Neuropsychologia 1999, 37:989-997.
80. Lin A., Adolphs R., Rangel A. Social and monetary reward learning engage overlapping neural substrates. Soc. Cogn. Affect. Neurosci. 2012, 7:274-281.
81. Logothetis N.K., Sheinberg D.L. Visual object recognition. Annu. Rev. Neurosci. 1996, 19:577-621.
82. Ma N., Vandekerckhove M., Baetens K., Van Overwalle F., Seurinck R., Fias W. Inconsistencies in spontaneous and intentional trait inferences. Soc. Cogn. Affect. Neurosci. 2012, 7:937-950.
83. Malle B.F. How people explain behavior: a new theoretical framework. Pers. Soc. Psychol. Rev. 1999, 3:23-48.
84. Manera V., Becchio C., Schouten B., Bara B.G., Verfaillie K. Communicative interactions improve visual detection of biological motion. PLoS ONE 2011, 6:e14594.
85. Mars R.B., Sallet J., Neubert F.-X., Rushworth M.F.S. Connectivity profiles reveal the relationship between brain areas for social cognition in human and monkey temporoparietal cortex. Proc. Natl. Acad. Sci. USA 2013, 110:10806-10811.
86. Martinez-Trujillo J.C.J., Treue S.S. Feature-based attention increases the selectivity of population responses in primate visual cortex. Curr. Biol. 2004, 14:744-751.
87. Maunsell J.H., Newsome W.T. Visual processing in monkey extrastriate cortex. Annu. Rev. Neurosci. 1987, 10:363-401.
88. Mende-Siedlecki P., Cai Y., Todorov A. The neural dynamics of updating person impressions. Soc. Cogn. Affect. Neurosci. 2012, 8:623-631.
89. Meyer T., Olson C.R. Statistical learning of visual transitions in monkey inferotemporal cortex. Proc. Natl. Acad. Sci. USA 2011, 108:19401-19406.
90. Meyer M., Sauerland U. A pragmatic constraint on ambiguity detection. Nat. Lang. Linguist. Theory 2009, 27:139-150.
91. Mitchell J.P., Macrae C.N., Banaji M.R. Dissociable medial prefrontal contributions to judgments of similar and dissimilar others. Neuron 2006, 50:655-663.
92. Müller N.G., Strumpf H., Scholz M., Baier B., Melloni L. Repetition suppression versus enhancement-it's quantity that matters. Cereb. Cortex 2013, 23:315-322.
93. Mumford D. On the computational architecture of the neocortex. II. The role of cortico-cortical loops. Biol. Cybern. 1992, 66:241-251.
94. Murray S.O., Kersten D., Olshausen B.A., Schrater P., Woods D.L. Shape perception reduces activity in human primary visual cortex. Proc. Natl. Acad. Sci. USA 2002, 99:15164-15169.
95. Nakahara H., Itoh H., Kawagoe R., Takikawa Y., Hikosaka O. Dopamine neurons can represent context-dependent prediction error. Neuron 2004, 41:269-280.
96. Neri P.P., Luu J.Y.J., Levi D.M.D. Meaningful interactions can enhance visual discrimination of human agents. Nat. Neurosci. 2006, 9:1186-1192.
97. Patel D., Fleming S.M., Kilner J.M. Inferring subjective states through the observation of actions. Proc. Biol. Sci. 2012, 279:4853-4860.
98. Pavlova M., Staudt M., Sokolov A., Birbaumer N., Krägeloh-Mann I. Perception and production of biological movement in patients with early periventricular brain lesions. Brain 2003, 126:692-701.
99. Peelen M.V.M., Kastner S.S. A neural basis for real-world visual search in human occipitotemporal cortex. Proc. Natl. Acad. Sci. USA 2011, 108:12125-12130.
100. Pelphrey K.A., Vander Wyk B.C. Functional and neural mechanisms for eye gaze processing. OUP Handbook of Face Perception 2011, 591-604. Oxford UniversityPress, Oxford, UK. A. Calder, G. Rhodes, M. Johnson, J. Haxby (Eds.).
101. Pelphrey K.A., Mitchell T.V.T., McKeown M.J.M., Goldstein J.J., Allison T.T., McCarthy G.G. Brain activity evoked by the perception of human walking: controlling for meaningful coherent motion. J.Neurosci. 2003, 23:6819-6825.
102. Pelphrey K.A., Morris J.P., McCarthy G. Grasping the intentions of others: the perceived intentionality of an action influences activity in the superior temporal sulcus during social perception. J.Cogn. Neurosci. 2004, 16:1706-1716.
103. Perner J.J., Aichhorn M.M., Kronbichler M.M., Staffen W.W., Ladurner G.G. Thinking of mental and other representations: the roles of left and right temporo-parietal junction. Soc. Neurosci. 2006, 1:245-258.
104. Perrett D.I.D., Smith P.A.P., Mistlin A.J.A., Chitty A.J.A., Head A.S.A., Potter D.D.D., Broennimann R.R., Milner A.D.A., Jeeves M.A.M. Visual analysis of body movements by neurones in the temporal cortex of the macaque monkey: a preliminary report. Behav. Brain Res. 1985, 16:153-170.
105. Poore J.C., Pfeifer J.H., Berkman E.T., Inagaki T.K., Welborn B.L., Lieberman M.D. Prediction-error in the context of real social relationships modulates reward system activity. Front Hum Neurosci 2012, 6:218.
106. Puce A.A., Allison T.T., Bentin S.S., Gore J.C.J., McCarthy G.G. Temporal cortex activation in humans viewing eye and mouth movements. J.Neurosci. 1998, 18:2188-2199.
107. Rao R.P., Ballard D.H. Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects. Nat. Neurosci. 1999, 2:79-87.
108. Reynolds J.H., Heeger D.J. The normalization model of attention. Neuron 2009, 61:168-185.
109. Ross L., Greene D., House P. The false consensus effect: An egocentric bias in social perception and attribution processes. J.Exp. Soc. Psychol. 1977, 13:279-301.
110. Rushworth M.F., Mars R.B., Sallet J. Are there specialized circuits for social cognition and are they unique to humans?. Curr. Opin. Neurobiol. 2013, 23:436-442.
111. Santos L.R., Flombaum J.I., Phillips W. The evolution of humanmind reading. Evolutionary Cognitive Neuroscience 2006, 433-456. MIT Press, Cambridge. S. Platek (Ed.).
112. Sapountzis P., Schluppeck D., Bowtell R., Peirce J.W. Acomparison of fMRI adaptation and multivariate pattern classification analysis in visual cortex. Neuroimage 2010, 49:1632-1640.
113. Saxe R.R. Uniquely human social cognition. Curr. Opin. Neurobiol. 2006, 16:235-239.
114. Saxe R., Kanwisher N. People thinking about thinking people. Therole of the temporo-parietal junction in "theory of mind". Neuroimage 2003, 19:1835-1842.
115. Saxe R., Wexler A. Making sense of another mind: the role of the right temporo-parietal junction. Neuropsychologia 2005, 43:1391-1399.
116. Saxe R., Xiao D.-K., Kovacs G., Perrett D.I., Kanwisher N. Aregion of right posterior superior temporal sulcus responds to observed intentional actions. Neuropsychologia 2004, 42:1435-1446.
117. Saygin A.P., Chaminade T., Ishiguro H., Driver J., Frith C. The thing that should not be: predictive coding and the uncanny valley in perceiving human and humanoid robot actions. Soc. Cogn. Affect. Neurosci. 2012, 7:413-422.
118. Schiller D., Freeman J.B., Mitchell J.P., Uleman J.S., Phelps E.A. A neural mechanism of first impressions. Nat. Neurosci. 2009, 12:508-514.
119. Schultz W. Dopamine signals for reward value and risk: basic and recent data. Behav. Brain Funct. 2010, 6:24.
120. Schultz W., Dayan P., Montague P.R. A neural substrate of prediction and reward. Science 1997, 275:1593-1599.
121. Senior C.C., Barnes J.J., Giampietro V.V., Simmons A.A., Bullmore E.T.E., Brammer M.M., David A.S.A. The functional neuroanatomy ofimplicit-motion perception or representational momentum. Curr. Biol. 2000, 10:16-22.
122. Senju A., Johnson M.H., Csibra G. The development and neural basis of referential gaze perception. Soc. Neurosci. 2006, 1:220-234.
123. Seo H.H., Lee D.D. Neural basis of learning and preference duringsocial decision-making. Curr. Opin. Neurobiol. 2012, 22:990-995.
124. Shibata H., Inui T., Ogawa K. Understanding interpersonal action coordination: an fMRI study. Exp. Brain Res. 2011, 211:569-579.
125. Shultz S., Lee S.M., Pelphrey K., McCarthy G. The posterior superior temporal sulcus is sensitive to the outcome of human and non-human goal-directed actions. Soc. Cogn. Affect. Neurosci. 2011, 6:602-611.
126. Spratling M.W. Reconciling predictive coding and biased competition models of cortical function. Front Comput Neurosci 2008, 2:4.
127. Spratling M.W. Predictive coding as a model of response properties incortical area V1. J.Neurosci. 2010, 30:3531-3543.
128. Summerfield C., Trittschuh E.H., Monti J.M., Mesulam M.M., Egner T. Neural repetition suppression reflects fulfilled perceptual expectations. Nat. Neurosci. 2008, 11:1004-1006.
129. Tamir D.I., Mitchell J.P. Neural correlates of anchoring-and-adjustment during mentalizing. Proc. Natl. Acad. Sci. USA 2010, 107:10827-10832.
130. Tenenbaum J.B., Kemp C., Griffiths T.L., Goodman N.D. How to grow a mind: statistics, structure, and abstraction. Science 2011, 331:1279-1285.
131. Tobler P.N., Fiorillo C.D., Schultz W. Adaptive coding of reward value by dopamine neurons. Science 2005, 307:1642-1645.
132. Todorovic A., de Lange F.P. Repetition suppression and expectation suppression are dissociable in time in early auditory evoked fields. J.Neurosci. 2012, 32:13389-13395.
133. Todorovic A., van Ede F., Maris E., de Lange F.P. Prior expectation mediates neural adaptation to repeated sounds in the auditory cortex: an MEG study. J.Neurosci. 2011, 31:9118-9123.
134. Treue S., Martínez Trujillo J.C. Feature-based attention influences motion processing gain in macaque visual cortex. Nature 1999, 399:575-579.
135. Turk-Browne N.B., Yi D.-J., Chun M.M. Linking implicit and explicit memory: common encoding factors and shared representations. Neuron 2006, 49:917-927.
136. Wacongne C., Changeux J.P., Dehaene S. A neuronal model of predictive coding accounting for the mismatch negativity. J.Neurosci. 2012, 32:3665-3678.
137. Weiner K.S., Sayres R., Vinberg J., Grill-Spector K. fMRI-adaptation and category selectivity in human ventral temporal cortex: regional differences across time scales. J.Neurophysiol. 2010, 103:3349-3365.
138. Wellman H.M., Cross D., Watson J. Meta-analysis of theory-of-mind development: the truth about false belief. Child Dev. 2001, 72:655-684.
139. Wimmer H., Perner J. Beliefs about beliefs: representation and constraining function of wrong beliefs in young children's understanding of deception. Cognition 1983, 13:103-128.
140. Winston J.S., Henson R.N., Fine-Goulden M.R., Dolan R.J. fMRI-adaptation reveals dissociable neural representations of identity and expression in face perception. J.Neurophysiol. 2004, 92:1830-1839.
141. Vander Wyk B.C., Hudac C.M., Carter E.J., Sobel D.M., Pelphrey K.A. Action understanding in the superior temporal sulcus region. Psychol. Sci. 2009, 20:771-777.
142. Yamada M., Camerer C.F., Fujie S., Kato M., Matsuda T., Takano H., Ito H., Suhara T., Takahashi H. Neural circuits in the brain that are activated when mitigating criminal sentences. Nat Commun 2012, 3:759.
143. Young L.L., Saxe R. An FMRI investigation of spontaneous mental state inference for moral judgment. J.Cogn. Neurosci. 2009, 21:1396-1405.
144. Young L.L., Saxe R. Innocent intentions: a correlation between forgiveness for accidental harm and neural activity. Neuropsychologia 2009, 47:2065-2072.
145. Young L.L., Dodell-Feder D., Saxe R. What gets the attention of the temporo-parietal junction? An fMRI investigation of attention and theory of mind. Neuropsychologia 2010, 48:2658-2664.
146. Zaki J., Mitchell J.P. Equitable decision making is associated withneural markers of intrinsic value. Proc. Natl. Acad. Sci. USA 2011, 108:19761-19766.
147. Zhu L., Mathewson K.E., Hsu M. Dissociable neural representations of reinforcement and belief prediction errors underlie strategic learning. Proc. Natl. Acad. Sci. USA 2012, 109:1419-1424.