The Neurobiology of Preferences

Neuroscience of Preference and Choice

Volumn , Issue , 2012, Pages 3-31

  Symmonds, Mkael ^a   Dolan, Raymond J ^a  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

Action; Choice; Decision making; Neuroeconomics; Neuroscience; Preference; Value

Indexed keywords

EID: 84882546881     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1016/B978-0-12-381431-9.00001-2     Document Type: Chapter

References (176)

1. Ariely D., Norton M.I. How actions create - not just reveal - preferences. Trends In Cognitive Sciences 2008, 12:13-16.
2. Aristotle The Nicomachean Ethics. Oxford world's classics 1998, Oxford University Press, New York, NY, Translated with an Introduction by David Ross. J. Ackrill, J. Urmson (Eds.).
3. Bateson M., Kacelnik A. Starlings' preferences for predictable and unpredictable delays to food. Animal Behavior 1997, 53:1129-1142.
4. Bechara A., Damasio A.R., Damasio H., Anderson S.W. Insensitivity to future consequences following damage to human prefrontal cortex. Cognition 1994, 50:7-15.
5. Behrens T.E., Woolrich M.W., Walton M.E., Rushworth M.F. Learning the value of information in an uncertain world. Nature Neuroscience 2007, 10:1214-1221.
6. Berns G.S., Laibson D., Loewenstein G. Intertemporal choice-toward an integrative framework. Trends In Cognitive Sciences 2007, 11:482-488.
7. Berridge K.C. Food reward: Brain substrates of wanting and liking. Neuroscience And Biobehavioral Reviews 1996, 20:1-25.
8. Birnbaum M.H. New paradoxes of risky decision-making. Psychological Review 2008, 115:463-501.
9. Bjork J.M., Momenan R., Hommer D.W. Delay discounting correlates with proportional lateral frontal cortex volumes. Biological Psychiatry 2009, 65:710-713.
10. Blakemore C., Tobin E.A. Lateral inhibition between orientation detectors in the cat's visual cortex. Experimental Brain Research 1972, 15:439-440.
11. Boorman E.D., Behrens T.E.J., Woolrich M.W., Rushworth M.F.S. How green is the grass on the other side? Frontopolar cortex and the evidence in favor of alternative courses of action. Neuron 2009, 62:733-743.
12. Boysen S.T., Berntson G.G. Responses to quantity: Perceptual versus cognitive mechanisms in chimpanzees (Pan troglodytes). Journal of Experimental Psychology: Animal Behavior Processes 1995, 21:82-86.
13. Breiter H.C., Aharon I., Kahneman D., Dale A., Shizgal P. Functional imaging of neural responses to expectancy and experience of monetary gains and losses. Neuron 2001, 30:619-639.
14. Broca P. Sur le siège de la faculté du langage articulé. Bulletins de la Société d'Anthropologie de Paris 1865, 6:377-393.
15. Camerer C. Behavioral game theory: Experiments in strategic interaction 2003, Princeton University Press, Princeton, NJ.
16. Cannon C.M., Palmiter R.D. Reward without dopamine. Journal of Neuroscience 2003, 23:10827-10831.
17. Carlson S.M., Davis A.C., Leach J.G. Less is more. Psychological Science 2005, 16:609-616.
18. Cavada C., Goldman-Rakic P. Posterior parietal cortex in rhesus monkey: II. Evidence for segregated corticocortical networks linking sensory and limbic areas with the frontal lobe. Journal of Comparative Neurology 1989, 287:422-445.
19. Chib V.S., Rangel A., Shimojo S., O'Doherty J.P. Evidence for a common representation of decision values for dissimilar goods in human ventromedial prefrontal cortex. Journal of Neuroscience 2009, 29:12315-12320.
20. Christopoulos G., Tobler P., Bossaerts P., Dolan R., Schultz W. Neural correlates of value, risk, and risk aversion contributing to decision-making under risk. Journal of Neuroscience 2009, 29:12574-12583.
21. Clark L., Manes F., Antoun N., Sahakian B.J., Robbins T.W. The contributions of lesion laterality and lesion volume to decision-making impairment following frontal lobe damage. Neuropsychologia 2003, 41:1474-1483.
22. Clark L., Bechara A., Damasio H., Aitken M., Sahakian B., Robbins T. Differential effects of insular and ventromedial prefrontal cortex lesions on risky decision-making. Brain 2008, 131:1311-1322.
23. Cools R., Barker R.A., Sahakian B.J., Robbins T.W. L-Dopa medication remediates cognitive inflexibility, but increases impulsivity in patients with Parkinson's disease. Neuropsychologia 2003, 41:1431-1441.
24. Coricelli G., Critchley H.D., Joffily M., O'Doherty J.P., Sirigu A., Dolan R.J. Regret and its avoidance: A neuroimaging study of choice behavior. Nature Neuroscience 2005, 8:1255-1262.
25. Croy M.I., Hughes R.N. Effects of food supply, hunger, danger and competition on choice of foraging location by the fifteen-spined stickleback. Spinachia spinachia L. Animal Behavior 1991, 42:131-139.
26. Daw N.D., O'Doherty J.P., Dayan P., Seymour B., Dolan R.J. Cortical substrates for exploratory decisions in humans. Nature 2006, 441:876-879.
27. Delgado M.R., Nystrom L.E., Fissell C., Noll D., Fiez J.A. Tracking the hemodynamic responses to reward and punishment in the striatum. Journal of Neurophysiology 2000, 84:3072-3077.
28. Denk F., Walton M., Jennings K., Sharp T., Rushworth M., Bannerman D. Differential involvement of serotonin and dopamine systems in cost-benefit decisions about delay or effort. Psychopharmacology 2005, 179:587-596.
29. Doya K. Modulators of decision-making. Nature Neuroscience 2008, 11:410-416.
30. Dreher J.C., Kohn P., Berman K.F. Neural coding of distinct statistical properties of reward information in humans. Cerebral Cortex 2006, 16:561-573.
31. Ebstein R. The molecular genetic architecture of human personality: Beyond self-report questionnaires. Molecular Psychiatry 2006, 11:427-445.
32. Edgeworth F.Y. Mathematical psychics 1881, History of Economic Thought Books, London.
33. Elliott R., Friston K.J., Dolan R.J. Dissociable neural responses in human reward systems. Journal of Neuroscience 2000, 20:6159-6165.
34. Elliott R., Newman J.L., Longe O.A., Deakin J. Differential response patterns in the striatum and orbitofrontal cortex to financial reward in humans: A parametric functional magnetic resonance imaging study. Journal of Neuroscience 2003, 23:303-307.
35. Engelmann J.B., Tamir D. Individual differences in risk preference predict neural responses during financial decision-making. Brain Research 2009, 1290:28-51.
36. Eysenck H.J. Genetic and environmental contributions to individual differences: The three major dimensions of personality. Journal of Personality 1990, 58:245-261.
37. Faisal A.A., Selen L.P.J., Wolpert D.M. Noise in the nervous system. Nature Reviews Neuroscience 2008, 9:292-303.
38. Fecteau S., Knoch D., Fregni F., Sultani N., Boggio P., Pascual-Leone A. Diminishing risk-taking behavior by modulating activity in the prefrontal cortex: A direct current stimulation study. Journal of Neuroscience 2007, 27:12500-12505.
39. Fehr E., Schmidt K.M. A theory of fairness, competition, and cooperation. Quarterly Journal Of Economics 1999, 114:817-868.
40. Felsted J.A., Ren X., Chouinard-Decorte F., Small D.M. Genetically determined differences in brain response to a primary food reward. Journal of Neuroscience 2010, 30:2428-2432.
41. Fiorillo C.D., Tobler P.N., Schultz W. Discrete coding of reward probability and uncertainty by dopamine neurons. Science 2003, 299:1898-1902.
42. Fiorillo C.D., Tobler P.N., Schultz W. Evidence that the delay-period activity of dopamine neurons corresponds to reward uncertainty rather than backpropagating TD errors. Behavioral and Brain Functions 2005, 1:7.
43. FitzGerald T.H.B., Seymour B., Dolan R.J. The role of human orbitofrontal cortex in value comparison for incommensurable objects. Journal of Neuroscience 2009, 29:8388-8395.
44. Fleming S.M., Thomas C.L., Dolan R.J. Overcoming status quo bias in the human brain. Proceedings of the National Academy of Sciences of the United States of America 2010, 107:6005-6009.
45. Floresco S.B., Tse M.T.L., Ghods-Sharifi S. Dopaminergic and glutamatergic regulation of effort-and delay-based decision-making. Neuropsychopharmacology 2007, 33:1966-1979.
46. Friston K. The free-energy principle: A unified brain theory?. Nature Reviews Neuroscience 2010, 11:127-138.
47. Gall, F. J., & Spurzheim, G. (1818). Anatomie et physiologie du système nerveux en général, et du cerveau en particulier: Avec des observations sur la possibilité de reconnoître plusieurs dispositions intellectuelles et morales de l'homme et des animaux par la configuration de leurs têtes: F. Schoell.
48. Gallagher D.A., O'Sullivan S.S., Evans A.H., Lees A.J., Schrag A. Pathological gambling in Parkinson's disease: Risk factors and differences from dopamine dysregulation. An analysis of published case series. Movement Disorders 2007, 22:1757-1763.
49. Gianotti L.R.R., Knoch D., Faber P.L., Lehmann D., Pascual-Marqui R.D., Diezi C., et al. Tonic activity level in the right prefrontal cortex predicts individuals' risk taking. Psychological Science 2009, 20:33-38.
50. Glimcher P.W., Rustichini A. Neuroeconomics: The consilience of brain and decision. Science 2004, 306:447-452.
51. Gottfried J.A., O'Doherty J., Dolan R.J. Encoding predictive reward value in human amygdala and orbitofrontal cortex. Science 2003, 301:1104-1107.
52. Gul F., Pesendorfer W. The case for mindless economics. Foundations of positive and normative economics 2008, Oxford University Press. A. Caplin, A. Shotter (Eds.).
53. Haber S. The primate basal ganglia: Parallel and integrative networks. Journal of Chemical Neuroanatomy 2003, 26:317-330.
54. Hare T.A., Camerer C.F., Rangel A. Self-control in decision-making involves modulation of the vmPFC valuation system. Science 2009, 324:646-648.
55. Hariri A.R., Mattay V.S., Tessitore A., Kolachana B., Fera F., Goldman D., et al. Serotonin transporter genetic variation and the response of the human amygdala. Science 2002, 297:400-403.
56. Harless D.W., Camerer C.F. The predictive utility of generalized expected utility theories. Econometrica 1994, 62:1251-1289.
57. Head H. Aphasia and kindred disorders of speech. Brain 1920, 43:87-165.
58. Herrnstein R.J. Formal properties of the matching law. Journal of the Experimental Analysis Behavior 1974, 21:159-164.
59. Hershberger W.A. An approach through the looking-glass. Animal Learning and Behavior 1986, 14:443-451.
60. Hey J.D., Orme C. Investigating generalizations of expected utility theory using experimental data. Econometrica 1994, 62:1291-1326.
61. Hogg S. A review of the validity and variability of the elevated plus-maze as an animal model of anxiety. Pharmacology Biochemistry and Behavior 1996, 54:21-30.
62. Hommel J.D., Trinko R., Sears R.M., Georgescu D., Liu Z.W., Gao X.B., et al. Leptin receptor signaling in midbrain dopamine neurons regulates feeding. Neuron 2006, 51:801-810.
63. Houk J.C., Wise S.P. Distributed modular architectures linking basal ganglia, cerebellum, and cerebral cortex: Their role in planning and controlling action. Cerebral Cortex 1995, 2:95-110.
64. Hsu M., Anen C., Quartz S.R. The right and the good: Distributive justice and neural encoding of equity and efficiency. Science 2008, 320:1092-1095.
65. Hsu M., Krajbich I., Zhao C., Camerer C. Neural response to reward anticipation under risk is nonlinear in probabilities. Journal of Neuroscience 2009, 29:2231.
66. Hsu M., Bhatt M., Adolphs R., Tranel D., Camerer C.F. Neural systems responding to degrees of uncertainty in human decision-making. Science 2005, 310:1680.
67. Iyer A., Lindner A., Kagan I., Andersen R.A. Motor preparatory activity in posterior parietal cortex is modulated by subjective absolute value. PLoS Biology 2010, 8:e1000444.
68. Jackson J.H. On the anatomical and physiological localisation of movements in the brain. The Lancet 1873, 101:84-85.
69. Kable J.W., Glimcher P.W. The neural correlates of subjective value during intertemporal choice. Nature Neuroscience 2007, 10:1625-1633.
70. Kahneman D., Tversky A. Prospect theory: An analysis of decision under risk. Econometrica 1979, 47:263-291.
71. Karni E., Schmeidler D., Vind K. On state dependent preferences and subjective probabilities. Econometrica 1983, 51:1021-1031.
72. Kennerley S.W., Walton M.E., Behrens T.E.J., Buckley M.J., Rushworth M.F.S. Optimal decision-making and the anterior cingulate cortex. Nature Neuroscience 2006, 9:940-947.
73. Kennerley S.W., Dahmubed A.F., Lara A.H., Wallis J.D. Neurons in the frontal lobe encode the value of multiple decision variables. Journal of Cognitive Neuroscience 2009, 21:1162-1178.
74. Kenning P., Plassmann H. Neuroeconomics: An overview from an economic perspective. Brain Research Bulletin 2005, 67:343-354.
75. Kheramin S., Body S., Ho M.Y., Velazquez-Martinez D., Bradshaw C., Szabadi E., et al. Effects of orbital prefrontal cortex dopamine depletion on inter-temporal choice: A quantitative analysis. Psychopharmacology 2004, 175:206-214.
76. Knill D.C., Pouget A. The Bayesian brain: The role of uncertainty in neural coding and computation. Trends in Neurosciences 2004, 27:712-719.
77. Knoch D., Pascual-Leone A., Meyer K., Treyer V., Fehr E. Diminishing reciprocal fairness by disrupting the right prefrontal cortex. Science 2006, 314:829-832.
78. Knoch D., Gianotti L.R.R., Pascual-Leone A., Treyer V., Regard M., Hohmann M., et al. Disruption of right prefrontal cortex by low-frequency repetitive transcranial magnetic stimulation induces risk-taking behavior. Journal of Neuroscience 2006, 26:6469-6472.
79. Knutson B., Taylor J., Kaufman M., Peterson R., Glover G. Distributed neural representation of expected value. Journal of Neuroscience 2005, 25:4806-4812.
80. Koenigs M., Young L., Adolphs R., Tranel D., Cushman F., Hauser M., et al. Damage to the prefrontal cortex increases utilitarian moral judgements. Nature 2007, 446:908-911.
81. Korn H., Bausela F., Charpier S., Faber D.S. Synaptic noise and multiquantal release at dendritic synapses. Journal of Neurophysiology 1993, 70:1249-1254.
82. Korotkova T.M., Sergeeva O.A., Eriksson K.S., Haas H.L., Brown R.E. Excitation of ventral tegmental area dopaminergic and nondopaminergic neurons by orexins/hypocretins. Journal of Neuroscience 2003, 23:7-11.
83. Koszegi B., Rabin M. Mistakes in choice-based welfare analysis. American Economic Review 2007, 97:477-481.
84. Kreek M.J., Nielsen D.A., Butelman E.R., LaForge K.S. Genetic influences on impulsivity, risk taking, stress responsivity and vulnerability to drug abuse and addiction. Nature Neuroscience 2005, 8:1450-1457.
85. Krügel U., Schraft T., Kittner H., Kiess W., Illes P. Basal and feeding-evoked dopamine release in the rat nucleus accumbens is depressed by leptin. European Journal of Pharmacology 2003, 482:185-187.
86. Lauwereyns J., Watanabe K., Coe B., Hikosaka O. A neural correlate of response bias in monkey caudate nucleus. Nature 2002, 418:413-417.
87. Li J., Delgado M.R., Phelps E.A. How instructed knowledge modulates the neural systems of reward learning. Proceedings of the National Academy of Sciences of the United States of America 2011, 108:55.
88. Lohrenz T., McCabe K., Camerer C.F., Montague P.R. Neural signature of fictive learning signals in a sequential investment task. Proceedings of the National Academy of Sciences of the United States of America 2007, 104:9493-9498.
89. Loomes G., Sugden R. Regret theory: An alternative theory of rational choice under uncertainty. Economic Journal 1982, 92:805-824.
90. Loomes G., Sugden R. Incorporating a stochastic element into decision theories. European Economic Review 1995, 39:641-648.
91. MacKillop J., Menges D.P., McGeary J.E., Lisman S.A. Effects of craving and DRD4 VNTR genotype on the relative value of alcohol: An initial human laboratory study. Behavioral and Brain Functions 2007, 3:11.
92. MacPherson C.B. Thomas hobbes, leviathan 1968, Penguin Books, London, UK.
93. Maimon G., Assad J.A. Beyond poisson: Increased spike-time regularity across primate parietal cortex. Neuron 2009, 62:426-440.
94. Marr D. Vision 1982, WH Freeman, New York.
95. Matsumoto M., Hikosaka O. Lateral habenula as a source of negative reward signals in dopamine neurons. Nature 2007, 447:1111-1115.
96. Matthews S.C., Simmons A.N., Lane S.D., Paulus M.P. Selective activation of the nucleus accumbens during risk-taking decision-making. NeuroReport 2004, 15:2123-2127.
97. McClure S.M., Laibson D.I., Loewenstein G., Cohen J.D. Separate neural systems value immediate and delayed monetary rewards. Science 2004, 306:503.
98. McCoy A.N., Platt M.L. Risk-sensitive neurons in macaque posterior cingulate cortex. Nature Neuroscience 2005, 8:1220-1227.
99. Mink J.W. The basal ganglia and involuntary movements: Impaired inhibition of competing motor patterns. Archives of Neurology 2003, 60:1365-1368.
100. Mischel W., Shoda Y., Rodriguez M. Delay of gratification in children. Science 1989, 244:933-938.
101. Mohr P., Biele G., Heekeren H. Neural processing of risk. Journal of Neuroscience 2010, 30:6613-6619.
102. Munafo M.R., Clark T.G., Moore L.R., Payne E., Walton R., Flint J. Genetic polymorphisms and personality in healthy adults: A systematic review and meta-analysis. Molecular Psychiatry 2003, 8:471-484.
103. Nienborg H., Cumming B.G. Decision-related activity in sensory neurons reflects more than a neuron's causal effect. Nature 2009, 459:89-92.
104. Niv Y., Duff M.O., Dayan P. Dopamine, uncertainty and TD learning. Behavioral and Brain Functions 2005, 1:1-9.
105. O'Doherty J., Kringelbach M.L., Rolls E.T., Hornak J., Andrews C. Abstract reward and punishment representations in the human orbitofrontal cortex. Nature Neuroscience 2001, 4:95-102.
106. O'Doherty J., Rolls E., Francis S., Bowtell R., McGlone F. Representation of pleasant and aversive taste in the human brain. Journal of Neurophysiology 2001, 85:1315-1321.
107. Ojemann G.A. Organization of short-term verbal memory in language areas of human cortex: Evidence from electrical stimulation. Brain and Language 1978, 5:331-340.
108. Olds J., Milner P. Positive reinforcement produced by electrical stimulation of septal area and other regions of rat brain. Journal Of Comparative and Physiological Psychology 1954, 47:419-427.
109. Oullier O., Kelso J.A.S. Neuroeconomics and the metastable brain. Trends in Cognitive Sciences 2006, 10:353-354.
110. Padoa-Schioppa C. Range-adapting representation of economic value in the orbitofrontal cortex. Journal of Neuroscience 2009, 29:14004-14014.
111. Parker A., Newsome W. Sense and the single neuron: Probing the physiology of perception. Annual Review of Neuroscience 1998, 21:227-277.
112. Paulus M.P., Rogalsky C., Simmons A., Feinstein J.S., Stein M.B. Increased activation in the right insula during risk-taking decision-making is related to harm avoidance and neuroticism. NeuroImage 2003, 19:1439-1448.
113. Penfield W., Boldrey E. Somatic motor and sensory representation in the cerebral cortex of man as studied by electrical stimulation. Brain 1937, 60:389-443.
114. Phillips P.E.M., Walton M.E., Jhou T.C. Calculating utility: Preclinical evidence for cost-benefit analysis by mesolimbic dopamine. Psychopharmacology 2007, 191:483-495.
115. Pine A., Seymour B., Roiser J.P., Bossaerts P., Friston K.J., Curran H.V., et al. Encoding of marginal utility across time in the human brain. Journal of Neuroscience 2009, 29:9575-9581.
116. Pine A., Shiner T., Seymour B., Dolan R.J. Dopamine, time, and impulsivity in humans. Journal of Neuroscience 2010, 30:8888-8896.
117. Plassmann H., O'Doherty J., Rangel A. Orbitofrontal cortex encodes willingness to pay in everyday economic transactions. Journal of Neuroscience 2007, 27:9984-9988.
118. Platt M.L., Glimcher P.W. Neural correlates of decision variables in parietal cortex. Nature 1999, 400:233-238.
119. Pleger B., Blankenburg F., Ruff C.C., Driver J., Dolan R.J. Reward facilitates tactile judgments and modulates hemodynamic responses in human primary somatosensory cortex. Journal of Neuroscience 2008, 28:8161-8168.
120. Preuschoff K., Bossaerts P., Quartz S.R. Neural differentiation of expected reward and risk in human subcortical structures. Neuron 2006, 51:381-390.
121. Procyk E., Tanaka Y., Joseph J.P. Anterior cingulate activity during routine and non-routine sequential behaviors in macaques. Nature Neuroscience 2000, 3:502-508.
122. Ragozzino M.E. The contribution of the medial prefrontal cortex, orbitofrontal cortex, and dorsomedial striatum to behavioral flexibility. Annals of the New York Academy Science USA 2007, 1121:355-375.
123. Real L., Ott J., Silverfine E. On the tradeoff between the mean and the variance in foraging: Effect of spatial distribution and color preference. Ecology 1982, 63:1617-1623.
124. Resulaj A., Kiani R., Wolpert D.M., Shadlen M.N. Changes of mind in decision-making. Nature 2009, 461:263-266.
125. Roesch M.R., Calu D.J., Schoenbaum G. Dopamine neurons encode the better option in rats deciding between differently delayed or sized rewards. Nature Neuroscience 2007, 10:1615-1624.
126. Rogers R.D., Lancaster M., Wakeley J., Bhagwagar Z. Effects of beta-adrenoceptor blockade on components of human decision-making. Psychopharmacology 2004, 172:157-164.
127. Rudebeck P.H., Walton M.E., Smyth A.N., Bannerman D.M., Rushworth M.F.S. Separate neural pathways process different decision costs. Nature Neuroscience 2006, 9:1161-1168.
128. Rushworth M., Behrens T., Rudebeck P., Walton M. Contrasting roles for cingulate and orbitofrontal cortex in decisions and social behavior. Trends In Cognitive Sciences 2007, 11:168-176.
129. Salamone J.D., Correa M., Farrar A., Mingote S.M. Effort-related functions of nucleus accumbens dopamine and associated forebrain circuits. Psychopharmacology 2007, 191:461-482.
130. Salzman C.D., Britten K.H., Newsome W.T. Cortical microstimulation influences perceptual judgements of motion direction. Nature 1990, 346:174-177.
131. Samuelson P.A. A note on the pure theory of consumer's behavior. Economica 1938, 5:61-71.
132. Samuelson W., Zeckhauser R. Status quo bias in decision-making. Journal of Risk and Uncertainty 1988, 1:7-59.
133. Sanfey A.G., Loewenstein G., McClure S.M., Cohen J.D. Neuroeconomics: Cross-currents in research on decision-making. Trends in Cognitive Sciences 2006, 10:108-116.
134. Schinka J., Letsch E., Crawford F. DRD4 and novelty seeking: Results of meta analyses. American Journal of Medical Genetics 2002, 114:643-648.
135. Schmitt V., Fischer J. Representational format determines numerical competence in monkeys. Nature Communications 2011, 2:257.
136. Schultz D.P., Schultz S.E. A history of modern psychology 2007, Wadsworth Publishing Co.
137. Schultz W., Dayan P., Montague P.R. A neural substrate of prediction and reward. Science 1997, 275:1593-1599.
138. Schweimer J., Hauber W. Dopamine D1 receptors in the anterior cingulate cortex regulate effort-based decision-making. Learning & Memory 2006, 13:777-782.
139. Scoville W.B., Milner B. Loss of recent memory after bilateral hippocampal lesions. Journal of Neurology, Neurosurgery & Psychiatry 1957, 20:11.
140. Sesack S., Deutch A., Roth R., Bunney B. Topographical organization of the efferent projections of the medial prefrontal cortex in the rat: An anterograde tract-tracing study with Phaseolus vulgaris leucoagglutinin. Journal of Comparative Neurology 1989, 290:13-242.
141. Shadlen M.N., Newsome W.T. Motion perception: Seeing and deciding. Proceedings of the National Academy of Sciences of the United States of America 1996, 93:628-633.
142. Shadlen M.N., Newsome W.T. The variable discharge of cortical neurons: Implications for connectivity, computation, and information coding. Journal of Neuroscience 1998, 18:3870-3896.
143. Shallice T., Burgess P. Deficits in strategy application following frontal lobe damage in man. Brain 1991, 114:727-741.
144. Sharot T., De Martino B., Dolan R.J. How choice reveals and shapes expected hedonic outcome. Journal of Neuroscience 2009, 29:3760-3765.
145. Shi C., Cassell M. Cortical, thalamic, and amygdaloid connections of the anterior and posterior insular cortices. Journal of Comparative Neurology 1998, 399:440-468.
146. Shiv B., Loewenstein G., Bechara A., Damasio H., Damasio A.R. Investment behavior and the negative side of emotion. Psychological Science 2005, 16:435-439.
147. Small D.M., Zatorre R.J., Dagher A., Evans A.C., Jones-Gotman M. Changes in brain activity related to eating chocolate. Brain 2001, 124:1720-1733.
148. Sporns O., Tononi G., Edelman G.M. Connectivity and complexity: The relationship between neuroanatomy and brain dynamics. Neural Networks 2000, 13:909-922.
149. St Onge J.R., Floresco S.B. Dopaminergic modulation of risk-based decision-making. Neuropsychopharmacology 2008, 34:681-697.
150. Symmonds M., Bossaerts P., Dolan R. A behavioral and neural evaluation of prospective decision-making under risk. Journal of Neuroscience 2010, 30:14380-14389.
151. Symmonds M., Emmanuel J., Drew M., Batterham R., Dolan R. Metabolic state alters economic decision-making under risk in humans. PLoS ONE 2010, 5:e11090.
152. Tanne-Gariepy J., Rouiller E., Boussaoud D. Parietal inputs to dorsal versus ventral premotor areas in the macaque monkey: Evidence for largely segregated visuomotor pathways. Experimental Brain Research 2002, 145:91-103.
153. Thut G., Schultz W., Roelcke U., Nienhusmeier M., Missimer J., Maguire R.P., et al. Activation of the human brain by monetary reward. NeuroReport 1997, 8:1225-1228.
154. Tindell A.J., Smith K.S., Berridge K.C., Aldridge J.W. Dynamic computation of incentive salience: "Wanting" what was never "liked". Journal of Neuroscience 2009, 29:12220-12228.
155. Tobler P.N., Fiorillo C.D., Schultz W. Adaptive coding of reward value by dopamine neurons. Science 2005, 307:1642-1645.
156. Tobler P.N., O'Doherty J.P., Dolan R.J., Schultz W. Reward value coding distinct from risk attitude-related uncertainty coding in human reward systems. Journal of Neurophysiology 2007, 97:1621-1632.
157. Tobler P., Christopoulos G., O'Doherty J., Dolan R., Schultz W. Risk-dependent reward value signal in human prefrontal cortex. Proceedings of the National Academy of Sciences of the United States of America 2009, 106:7185-7190.
158. Tolhurst D., Movshon J., Dean A. The statistical reliability of signals in single neurons in cat and monkey visual cortex. Vision Research 1983, 23:775-785.
159. Tom S.M., Fox C.R., Trepel C., Poldrack R.A. The neural basis of loss aversion in decision-making under risk. Science 2007, 315:515-518.
160. Tremblay L., Schultz W. Relative reward preference in primate orbitofrontal cortex. Nature 1999, 398:704-708.
161. Ullsperger M., Von Cramon D.Y. Error monitoring using external feedback: Specific roles of the habenular complex, the reward system, and the cingulate motor area revealed by functional magnetic resonance imaging. Journal of Neuroscience 2003, 23:4308-4314.
162. Ursu S., Carter C.S. Outcome representations, counterfactual comparisons and the human orbitofrontal cortex: Implications for neuroimaging studies of decision-making. Brain Research Cognitive Brain Research 2005, 23:51-60.
163. Venkatraman V., Payne J., Bettman J., Luce M., Huettel S. Separate neural mechanisms underlie choices and strategic preferences in risky decision-making. Neuron 2009, 62:593-602.
164. Volkow N.D., Wang G.J., Telang F., Fowler J.S., Logan J., Childress A.R., et al. Dopamine increases in striatum do not elicit craving in cocaine abusers unless they are coupled with cocaine cues. NeuroImage 2008, 39:1266-1273.
165. Wade T.R., de Wit H., Richards J.B. Effects of dopaminergic drugs on delayed reward as a measure of impulsive behavior in rats. Psychopharmacology 2000, 150:90-101.
166. Wakabayashi K.T., Fields H.L., Nicola S.M. Dissociation of the role of nucleus accumbens dopamine in responding to reward-predictive cues and waiting for reward. Behavioural Brain Research 2004, 154:19-30.
167. Walton M.E., Bannerman D.M., Alterescu K., Rushworth M.F.S. Functional specialization within medial frontal cortex of the anterior cingulate for evaluating effort-related decisions. Journal of Neuroscience 2003, 23:6475-6490.
168. Weber B.J., Huettel S.A. The neural substrates of probabilistic and intertemporal decision-making. Brain Research 2008, 1234:104-115.
169. Weil R.S., Furl N., Ruff C.C., Symmonds M., Flandin G., Dolan R.J., et al. Rewarding feedback after correct visual discriminations has both general and specific influences on visual cortex. Journal of Neurophysiology 2010, 104:1746-1757.
170. Wise R.A., Rompré P.P. Brain dopamine and reward. Annual Review of Psychology 1989, 40:191-225.
171. Wright N.D., Symmonds M., Fleming S.M., Dolan R.J. Neural segregation of objective and contextual aspects of fairness. Journal of Neuroscience 2011, 31:5244-5252.
172. Wunderle J.M., Castro M.S., Fetcher N. Risk-averse foraging by bananaquits on negative energy budgets. Behavioral Ecology and Sociobiology 1987, 21:249-255.
173. Yacubian J., Glascher J., Schroeder K., Sommer T., Braus D.F., Buchel C. Dissociable systems for gain- and loss-related value predictions and errors of prediction in the human brain. Journal of Neuroscience 2006, 26:9530-9537.
174. Yokel R.A., Wise R.A. Amphetamine-type reinforcement by dopaminergic agonists in the rat. Psychopharmacology 1978, 58:289-296.
175. Zeeb F.D., Robbins T.W., Winstanley C.A. Serotonergic and dopaminergic modulation of gambling behavior as assessed using a novel rat gambling task. Neuropsychopharmacology 2009, 34:2329-2343.
176. Zhang K., Guo J.Z., Peng Y., Xi W., Guo A. Dopamine-mushroom body circuit regulates saliency-based decision-making in Drosophila. Science 2007, 316:1901-1904.