Differential representations of prior and likelihood uncertainty in the human brain

Current Biology

Volumn 22, Issue 18, 2012, Pages 1641-1648

  Vilares, Iris ^a,b,d   Howard, James D ^e   Fernandes, Hugo L ^a,c,d   Gottfried, Jay A ^e,f   Kording, Konrad P ^a,f  

^a REHABILITATION INSTITUTE OF CHICAGO   (United States)

^b CHAMPALIMAUD FOUNDATION   (Portugal)

^c INSTITUTO GULBENKIAN DE CIÊNCIA   (Portugal)

^d INSTITUTO DE TECNOLOGIA QUÍMICA E BIOLÓGICA   (Portugal)

^e NORTHWESTERN UNIVERSITY   (United States)

^f NORTHWESTERN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; BRAIN; BRAIN MAPPING; COGNITION; DECISION MAKING; EFFERENT NERVE; FEMALE; HUMAN; MALE; NERVE TRACT; NEUROIMAGING; PERCEPTION; PHYSIOLOGY; UNCERTAINTY;

ADULT; BRAIN; BRAIN MAPPING; COGNITION; DECISION MAKING; EFFERENT PATHWAYS; FEMALE; HUMANS; MALE; NEURAL PATHWAYS; NEUROIMAGING; PERCEPTION; UNCERTAINTY; YOUNG ADULT;

EID: 84866737565     PISSN: 09609822     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cub.2012.07.010     Document Type: Article

References (40)

1. R.T. Cox Probability, Frequency and Reasonable Expectation Am. J. Phys. 14 1946 1 13
2. P.W. Glimcher Decisions, Uncertainty, and the Brain: The Science of Neuroeconomics 2004 The MIT Press Cambridge, MA
3. M. Miyazaki, D. Nozaki, and Y. Nakajima Testing Bayesian models of human coincidence timing J. Neurophysiol. 94 2005 395 399 (Pubitemid 40923256)
4. J. Burge, M.O. Ernst, and M.S. Banks The statistical determinants of adaptation rate in human reaching J. Vis. 8 2008 20 1-19
5. K.P. Körding, and D.M. Wolpert Bayesian integration in sensorimotor learning Nature 427 2004 244 247 (Pubitemid 38112039)
6. H. Tassinari, T.E. Hudson, and M.S. Landy Combining priors and noisy visual cues in a rapid pointing task J. Neurosci. 26 2006 10154 10163 (Pubitemid 44527409)
7. I.H. Stevenson, H.L. Fernandes, I. Vilares, K.L. Wei, and K.P. Körding Bayesian integration and non-linear feedback control in a full-body motor task PLoS Comput. Biol. 5 2009 e1000629
8. W.J. Ma, J.M. Beck, P.E. Latham, and A. Pouget Bayesian inference with probabilistic population codes Nat. Neurosci. 9 2006 1432 1438 (Pubitemid 44646216)
9. W. Schultz, K. Preuschoff, C. Camerer, M. Hsu, C.D. Fiorillo, P.N. Tobler, and P. Bossaerts Explicit neural signals reflecting reward uncertainty Philos. Trans. R. Soc. Lond. B Biol. Sci. 363 2008 3801 3811
10. J. Fiser, P. Berkes, G. Orbán, and M. Lengyel Statistically optimal perception and learning: from behavior to neural representations Trends Cogn. Sci. 14 2010 119 130
11. K. Preuschoff, P. Bossaerts, and S.R. Quartz Neural differentiation of expected reward and risk in human subcortical structures Neuron 51 2006 381 390 (Pubitemid 44160540)
12. T. Singer, H.D. Critchley, and K. Preuschoff A common role of insula in feelings, empathy and uncertainty Trends Cogn. Sci. 13 2009 334 340
13. M. Hsu, M. Bhatt, R. Adolphs, D. Tranel, and C.F. Camerer Neural systems responding to degrees of uncertainty in human decision-making Science 310 2005 1680 1683 (Pubitemid 41780790)
14. J.I. Gold, and M.N. Shadlen Neural computations that underlie decisions about sensory stimuli Trends Cogn. Sci. 5 2001 10 16 (Pubitemid 32063334)
15. M.N. Shadlen, and W.T. Newsome Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey J. Neurophysiol. 86 2001 1916 1936 (Pubitemid 32953239)
16. M.A. Basso, and R.H. Wurtz Modulation of neuronal activity by target uncertainty Nature 389 1997 66 69 (Pubitemid 27387691)
17. P.N. Tobler, J.P. O'Doherty, R.J. Dolan, and W. Schultz Reward value coding distinct from risk attitude-related uncertainty coding in human reward systems J. Neurophysiol. 97 2007 1621 1632 (Pubitemid 46239533)
18. H.D. Critchley, C.J. Mathias, and R.J. Dolan Neural activity in the human brain relating to uncertainty and arousal during anticipation Neuron 29 2001 537 545 (Pubitemid 32206490)
19. T.E.J. Behrens, M.W. Woolrich, M.E. Walton, and M.F.S. Rushworth Learning the value of information in an uncertain world Nat. Neurosci. 10 2007 1214 1221 (Pubitemid 47339952)
20. S.A. Huettel, A.W. Song, and G. McCarthy Decisions under uncertainty: probabilistic context influences activation of prefrontal and parietal cortices J. Neurosci. 25 2005 3304 3311 (Pubitemid 40471339)
21. A. Rangel, C. Camerer, and P.R. Montague A framework for studying the neurobiology of value-based decision making Nat. Rev. Neurosci. 9 2008 545 556 (Pubitemid 351873461)
22. M. Berniker, M. Voss, and K. Kording Learning priors for Bayesian computations in the nervous system PLoS ONE 5 2010 e12686
23. I. Vilares, and K. Kording Bayesian models: the structure of the world, uncertainty, behavior, and the brain Ann. N Y Acad. Sci. 1224 2011 22 39
24. E.T. Rolls The orbitofrontal cortex and reward Cereb. Cortex 10 2000 284 294 (Pubitemid 30159295)
25. R.L. Albin, A.B. Young, and J.B. Penney The functional anatomy of basal ganglia disorders Trends Neurosci. 12 1989 366 375 (Pubitemid 19238787)
26. P.J. Whalen Fear, vigilance, and ambiguity: Initial neuroimaging studies of the human amygdala Curr. Dir. Psychol. Sci. 7 1998 177 188 (Pubitemid 128188166)
27. A. Kepecs, N. Uchida, H.A. Zariwala, and Z.F. Mainen Neural correlates, computation and behavioural impact of decision confidence Nature 455 2008 227 231
28. M.S. Beauchamp, S. Pasalar, and T. Ro Neural substrates of reliability-weighted visual-tactile multisensory integration Front Syst Neurosci 4 2010 25
29. H.B. Helbig, M.O. Ernst, E. Ricciardi, P. Pietrini, A. Thielscher, K.M. Mayer, J. Schultz, and U. Noppeney The neural mechanisms of reliability weighted integration of shape information from vision and touch Neuroimage 60 2012 1063 1072
30. S.O. Murray, D. Kersten, B.A. Olshausen, P. Schrater, and D.L. Woods Shape perception reduces activity in human primary visual cortex Proc. Natl. Acad. Sci. USA 99 2002 15164 15169 (Pubitemid 35334627)
31. D.J. McKeefry, J.D.G. Watson, R.S.J. Frackowiak, K. Fong, and S. Zeki The activity in human areas V1/V2, V3, and V5 during the perception of coherent and incoherent motion Neuroimage 5 1997 1 12 (Pubitemid 27481299)
32. E.K. Miller The prefrontal cortex and cognitive control Nat. Rev. Neurosci. 1 2000 59 65
33. A.N. Hampton, P. Bossaerts, and J.P. O'Doherty The role of the ventromedial prefrontal cortex in abstract state-based inference during decision making in humans J. Neurosci. 26 2006 8360 8367 (Pubitemid 44309850)
34. M. Brand, F. Grabenhorst, K. Starcke, M.M.P. Vandekerckhove, and H.J. Markowitsch Role of the amygdala in decisions under ambiguity and decisions under risk: evidence from patients with Urbach-Wiethe disease Neuropsychologia 45 2007 1305 1317 (Pubitemid 46072904)
35. B.J. Fischer, and J.L. Peña Owl's behavior and neural representation predicted by Bayesian inference Nat. Neurosci. 14 2011 1061 1066
36. A.C. Courville, N.D. Daw, and D.S. Touretzky Bayesian theories of conditioning in a changing world Trends Cogn. Sci. 10 2006 294 300 (Pubitemid 44109995)
37. L. Clark, A. Bechara, H. Damasio, M.R.F. Aitken, B.J. Sahakian, and T.W. Robbins Differential effects of insular and ventromedial prefrontal cortex lesions on risky decision-making Brain 131 2008 1311 1322
38. D. Shohamy, C.E. Myers, S. Grossman, J. Sage, M.A. Gluck, and R.A. Poldrack Cortico-striatal contributions to feedback-based learning: converging data from neuroimaging and neuropsychology Brain 127 2004 851 859 (Pubitemid 38478530)
39. M.X. Cohen, C.E. Elger, and B. Weber Amygdala tractography predicts functional connectivity and learning during feedback-guided decision-making Neuroimage 39 2008 1396 1407
40. M.G. Baxter, A. Parker, C.C.C. Lindner, A.D. Izquierdo, and E.A. Murray Control of response selection by reinforcer value requires interaction of amygdala and orbital prefrontal cortex J. Neurosci. 20 2000 4311 4319 (Pubitemid 30365701)