Hierarchical competitions subserving multi-attribute choice

Nature Neuroscience

Volumn 17, Issue 11, 2014, Pages 1613-1622

  Hunt, Laurence T ^a,b   Dolan, Raymond J ^a   Behrens, Timothy E J ^a,c  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

^b UNIVERSITY COLLEGE LONDON   (United Kingdom)

^c UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; COMPETITION; CONTROLLED STUDY; CORPUS STRIATUM; DECISION MAKING; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; INTRAPARIETAL SULCUS; MALE; NORMAL HUMAN; PARIETAL CORTEX; POSITIVE FEEDBACK; PREDICTION; PREFRONTAL CORTEX; REWARD; TASK PERFORMANCE; BRAIN; BRAIN MAPPING; MIDDLE AGED; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; PROCEDURES; SOCIAL BEHAVIOR; YOUNG ADULT;

ADULT; BRAIN; BRAIN MAPPING; CHOICE BEHAVIOR; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; SOCIAL BEHAVIOR; TASK PERFORMANCE AND ANALYSIS; YOUNG ADULT;

EID: 84908543672     PISSN: 10976256     EISSN: 15461726     Source Type: Journal    
DOI: 10.1038/nn.3836     Document Type: Article

References (53)

1. Bettman, J.R. Constructive consumer choice processes. J. Consum. Res. 25, 187-217 (1998
2. McFarland, D.J. & Sibly, R.M. The behavioral final common path. Philos. Trans. R. Soc. Lond. B Biol. Sci. 270, 265-293 (1975
3. Camerer, C.F. & Fehr, E. When does "economic man" dominate social behavior?. Science 311, 47-52 (2006
4. Keeney, R.L. & Raiffa, H. Decisions With Multiple Objectives: Preferences And Value Functions (Cambridge University Press, Cambridge, 1993
5. Rangel, A., Camerer, C. & Montague, P.R. A framework for studying the neurobiology of value-based decision making. Nat. Rev. Neurosci. 9, 545-556 (2008
6. Kable, J.W. & Glimcher, P.W. The neurobiology of decision: consensus and controversy. Neuron 63, 733-745 (2009
7. Padoa-Schioppa, C. Neurobiology of economic choice: a good-based model. Annu. Rev. Neurosci. 34, 333-359 (2011
8. Hare, T.A., Schultz, W., Camerer, C.F., O'Doherty, J.P. & Rangel, A. Transformation of stimulus value signals into motor commands during simple choice. Proc. Natl. Acad. Sci. USA 108, 18120-18125 (2011
9. Lim, S.-L., O'Doherty, J.P. & Rangel, A. Stimulus value signals in ventromedial PFC reflect the integration of attribute value signals computed in fusiform gyrus and posterior superior temporal gyrus. J. Neurosci. 33, 8729-8741 (2013
10. Hunt, L.T. et al. Mechanisms underlying cortical activity during value-guided choice. Nat. Neurosci. 15, 470-476 (2012
11. FitzGerald, T.H., Seymour, B. & Dolan, R.J. The role of human orbitofrontal cortex in value comparison for incommensurable objects. J. Neurosci. 29, 8388-8395 (2009
12. Rudebeck, P.H. et al. Frontal cortex subregions play distinct roles in choices between actions and stimuli. J. Neurosci. 28, 13775-13785 (2008
13. Glöckner, A. & Betsch, T. Multiple-reason decision making based on automatic processing. J. Exp. Psychol. Learn. Mem. Cogn. 34, 1055-1075 (2008
14. Tversky, A. & Simonson, I. Context-dependent preferences. Manage. Sci. 39, 1179-1189 (1993
15. Payne, J.W. Task complexity and contingent processing in decision-making-information search and protocol analysis. Organ. Behav. Hum. Perform. 16, 366-387 (1976
16. Vlaev, I., Chater, N., Stewart, N. & Brown, G.D. Does the brain calculate value?. Trends Cogn. Sci. 15, 546-554 (2011
17. Roe, R.M., Busemeyer, J.R. & Townsend, J.T. Multialternative decision field theory: a dynamic connectionist model of decision making. Psychol. Rev. 108, 370-392 (2001
18. Usher, M. & McClelland, J.L. Loss aversion and inhibition in dynamical models of multialternative choice. Psychol. Rev. 111, 757-769 (2004
19. Tsetsos, K., Usher, M. & Chater, N. Preference reversal in multiattribute choice. Psychol. Rev. 117, 1275-1293 (2010
20. Park, S.Q., Kahnt, T., Rieskamp, J. & Heekeren, H.R. Neurobiology of value integration: when value impacts valuation. J. Neurosci. 31, 9307-9314 (2011
21. Wang, X.-J. Decision making in recurrent neuronal circuits. Neuron 60, 215-234 (2008
22. Bogacz, R., Brown, E., Moehlis, J., Holmes, P. & Cohen, J.D. The physics of optimal decision making: a formal analysis of models of performance in two-alternative forced-choice tasks. Psychol. Rev. 113, 700-765 (2006
23. Louie, K., Khaw, M.W. & Glimcher, P.W. Normalization is a general neural mechanism for context-dependent decision making. Proc. Natl. Acad. Sci. USA 110, 6139-6144 (2013
24. Noonan, M.P. et al. Separate value comparison and learning mechanisms in macaque medial and lateral orbitofrontal cortex. Proc. Natl. Acad. Sci. USA 107, 20547-20552 (2010
25. Balleine, B.W. Neural bases of food-seeking: affect, arousal and reward in corticostriatolimbic circuits. Physiol. Behav. 86, 717-730 (2005
26. Tricomi, E., Balleine, B.W. & O'Doherty, J.P. A specific role for posterior dorsolateral striatum in human habit learning. Eur. J. Neurosci. 29, 2225-2232 (2009
27. Boorman, E.D., Behrens, T.E.J., Woolrich, M.W. & Rushworth, M.S.F. 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
28. Philiastides, M.G., Biele, G. & Heekeren, H.R. A mechanistic account of value computation in the human brain. Proc. Natl. Acad. Sci. USA 107, 9430-9435 (2010
29. Heekeren, H.R., Marrett, S., Bandettini, P.A. & Ungerleider, L.G. A general mechanism for perceptual decision-making in the human brain. Nature 431, 859-862 (2004
30. Kriegeskorte, N., Simmons, W.K., Bellgowan, P.S. & Baker, C.I. Circular analysis in systems neuroscience: the dangers of double dipping. Nat. Neurosci. 12, 535-540 (2009
31. Boorman, E.D., Rushworth, M.F. & Behrens, T.E. Ventromedial prefrontal and anterior cingulate cortex adopt choice and default reference frames during sequential multi-alternative choice. J. Neurosci. 33, 2242-2253 (2013
32. Gershman, S.J., Pesaran, B. & Daw, N.D. Human reinforcement learning subdivides structured action spaces by learning effector-specific values. J. Neurosci. 29, 13524-13531 (2009
33. O'Reilly, J.X., Woolrich, M.W., Behrens, T.E., Smith, S.M. & Johansen-Berg, H. Tools of the trade: psychophysiological interactions and functional connectivity. Soc. Cogn. Affect. Neurosci. 7, 604-609 (2012
34. Jbabdi, S., Lehman, J.F., Haber, S.N. & Behrens, T.E. Human and monkey ventral prefrontal fibers use the same organizational principles to reach their targets: tracing versus tractography. J. Neurosci. 33, 3190-3201 (2013
35. Alexander, W.H. & Brown, J.W. Medial prefrontal cortex as an action-outcome predictor. Nat. Neurosci. 14, 1338-1344 (2011
36. Clithero, J.A. & Rangel, A. Informatic parcellation of the network involved in the computation of subjective value. Soc. Cogn. Affect. Neurosci. 9, 1289-1302 (2014
37. Levy, D.J. & Glimcher, P.W. The root of all value: a neural common currency for choice. Curr. Opin. Neurobiol. 22, 1027-1038 (2012
38. Collins, A.G. & Frank, M.J. Cognitive control over learning: creating, clustering, and generalizing task-set structure. Psychol. Rev. 120, 190-229 (2013
39. Mars, R.B. et al. Diffusion-weighted imaging tractography-based parcellation of the human parietal cortex and comparison with human and macaque resting-state functional connectivity. J. Neurosci. 31, 4087-4100 (2011
40. Thiel, C.M., Zilles, K. & Fink, G.R. Cerebral correlates of alerting, orienting and reorienting of visuospatial attention: an event-related fMRI study. Neuroimage 21, 318-328 (2004
41. Piazza, M., Izard, V., Pinel, P., Le Bihan, D. & Dehaene, S. Tuning curves for approximate numerosity in the human intraparietal sulcus. Neuron 44, 547-555 (2004
42. O'Reilly, J.X., Jbabdi, S., Rushworth, M.F. & Behrens, T.E. Brain systems for probabilistic and dynamic prediction: computational specificity and integration. PLoS Biol. 11, e1001662 (2013
43. Fellows, L.K. Deciding how to decide: ventromedial frontal lobe damage affects information acquisition in multi-attribute decision making. Brain 129, 944-952 (2006
44. Price, J.L. Definition of the orbital cortex in relation to specific connections with limbic and visceral structures and other cortical regions. Ann. NY Acad. Sci. 1121, 54-71 (2007
45. Haber, S.N., Fudge, J.L. & McFarland, N.R. Striatonigrostriatal pathways in primates form an ascending spiral from the shell to the dorsolateral striatum. J. Neurosci. 20, 2369-2382 (2000
46. Carandini, M. & Heeger, D.J. Normalization as a canonical neural computation. Nat. Rev. Neurosci. 13, 51-62 (2012
47. Chau, B.K., Kolling, N., Hunt, L.T., Walton, M.E. & Rushworth, M.F. A neural mechanism underlying failure of optimal choice with multiple alternatives. Nat. Neurosci. 17, 463-470 (2014
48. Rangel, A. & Clithero, J.A. Value normalization in decision making: theory and evidence. Curr. Opin. Neurobiol. 22, 970-981 (2012
49. Sjöberg, L. Choice frequency and similarity. Scand. J. Psychol. 18, 103-115 (1977
50. Hunt, L.T., Woolrich, M.W., Rushworth, M.F. & Behrens, T.E. Trial-type dependent frames of reference for value comparison. PLOS Comput. Biol. 9, e1003225 (2013
51. Weiskopf, N., Hutton, C., Josephs, O & Deichmann, R. Optimal EPI parameters for reduction of susceptibility-induced BOLD sensitivity losses: a whole-brain analysis at 3 T and 1.5 T. Neuroimage 33, 493-504 (2006
52. Woolrich, M.W. et al. Bayesian analysis of neuroimaging data in FSL. Neuroimage 45, S173-S186 (2009
53. Behrens, T.E., Hunt, L.T., Woolrich, M.W. & Rushworth, M.F. Associative learning of social value. Nature 456, 245-249 (2008