Comparing the neural basis of monetary reward and cognitive feedback during information-integration category learning

Journal of Neuroscience

Volumn 30, Issue 1, 2010, Pages 47-55

  Daniel, Reka ^a   Pollmann, Stefan ^a  

^a OTTO VON GUERICKE UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; BASAL GANGLION; COGNITION; ERROR; FEEDBACK SYSTEM; HUMAN; HUMAN EXPERIMENT; INFORMATION; LEARNING; MOTIVATION; NERVE CONDUCTION; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; NUCLEUS ACCUMBENS; PREDICTION; PRIORITY JOURNAL; REWARD; STIMULUS RESPONSE; TASK PERFORMANCE;

ADOLESCENT; ADULT; BRAIN MAPPING; COGNITION; FEEDBACK, PSYCHOLOGICAL; HUMANS; LEARNING; MOTIVATION; NUCLEUS ACCUMBENS; PHOTIC STIMULATION; PSYCHOMOTOR PERFORMANCE; REWARD; YOUNG ADULT;

EID: 74849116374     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.2205-09.2010     Document Type: Article

References (47)

1. Abler B, Walter H, Erk S, Kammerer H, SpitzerM (2006) Prediction error as a linear function of reward probability is coded in human nucleus accumbens. Neuroimage 31:790 -795.
2. Aron AR, Shohamy D, Clark J, Myers C, Gluck MA, Poldrack RA (2004) Human midbrain sensitivity to cognitive feedback and uncertainty during classification learning. J Neurophysiol 92:1144 -1152.
3. Ashby FG, Alfonso-Reese LA, Turken AU, WaldronEM (1998) Aneuropsychological theory of multiple systems in category learning. Psychol Rev 105:442- 481.
4. Ashby FG, Gott RE (1988) Decision rules in the perception and categorization of multidimensional stimuli. J Exp Psychol Learn Mem Cogn 14:33-53.
5. Ashby FG, Maddox WT (2005) Human category learning. Annu Rev Psychol 56:149 -178.
6. Ashby FG, O'Brien JB (2007) The effects of positive versus negative feedback on information-integration category learning. Percept Psychophys 69:865- 878.
7. Ashby FG, Valentin VV (2005) Multiple systems of perceptual category learning: theory and cognitive tests. Categorization in cognitive science (Cohen H, Lefebvre C, eds). New York: Elsevier.
8. Breiter HC, Aharon I, Kahneman D, Dale A, Shizgal P (2001) Functional imaging of neural responses to expectancy and experience of monetary gains and losses. Neuron 30:619-639.
9. Cincotta CM, Seger CA (2007) Dissociation between striatal regions while learning to categorize via feedback and via observation. J Cogn Neurosci 19:249 -265.
10. Cooper JC, Knutson B (2008) Valence and salience contribute to nucleus accumbens activation. Neuroimage 39:538 -547.
11. Debener S, Ullsperger M, Siegel M, Fiehler K, von Cramon DY, Engel AK (2005) Trial-by-trial coupling of concurrent electroencephalogram and functional magnetic resonance imaging identifies the dynamics of performance monitoring. J Neurosci 25:11730 -11737.
12. Deci EL, Eghrari H, Patrick BC, Leone DR (1994) Facilitating internalization: the self-determination theory perspective. J Pers 62:119 -142.
13. Delgado MR, Locke HM, Stenger VA, Fiez JA (2003) Dorsal striatum responses to reward and punishment: effects of valence and magnitude manipulations. Cogn Affect Behav Neurosci 3:27-38.
14. Dreher JC, Kohn P, Berman KF (2006) Neural coding of distinct statistical properties of reward information in humans. Cereb Cortex 16:561-573.
15. Evans AC, Collins DL, Mills SR, Brown ED, Kelly RL, Peters TM (1993) 3D statistical neuroanatomical models from 305 MRI volumes. Nuclear Science Symposium and Medical Imaging Conference. IEEE Conf Rec 3:1813-1817.
16. Filoteo JV, MaddoxWT (2007) Category learning in Parkinson's disease. In: Research progress in Alzheimer's disease and dementia, Vol 3 (Sun M-K, ed), pp 339-365. New York: Nova Science Publishers.
17. Franke G (1995) Die Symptom-Checkliste von Derogatis. Göttingen, Germany: Beltz Test Gesellschaft.
18. Gottfried JA, O'Doherty J, Dolan RJ (2003) Encoding predictive reward value in human amygdala and orbitofrontal cortex. Science 301:1104-1107.
19. Hajcak G, Moser JS, Holroyd CB, Simons RF (2006) The feedback-related negativity reflects the binary evaluation of good versus bad outcomes. Biol Psychol 71:148 -154.
20. Holroyd CB, Coles MGH (2002) The neural basis of human error processing: reinforcement learning, dopamine, and the error related negativity. Psychol Rev 109:679 -709.
21. Knutson B, Adams CM, Fong GW, Hommer D (2001) Anticipation of increasing monetary reward selectively recruits nucleus accumbens. J Neurosci 21:RC159(1-5).
22. Knutson B, Taylor J, Kaufman M, Peterson R, Glover G (2005) Distributed neural representation of expected value. J Neurosci 25:4806-4812.
23. LeDoux J (2003) The emotional brain, fear, and the amygdala. Cell Mol Neurobiol 23:727-738.
24. Maddox WT, Ashby FG (1993) Comparing decision bound and exemplar models of categorization. Percept Psychophys 53:49 -70.
25. Maddox WT, Ashby FG, Bohil CJ (2003) Delayed feedback effects on rulebased and information-integration category learning. J Exp Psychol Learn Mem Cogn 29:650-662.
26. Maddox WT, Love BC, Glass BD, Filoteo JV (2008) When more is less: feedback effects in perceptual category learning. Cognition 108:578 -589.
27. McAuley E, Duncan T, Tammen VV (1989) Psychometric properties of the intrinsic motivation inventory in a competitive sport setting: a confirmatory factor analysis. Res Q Exerc Sport 60:48 -58.
28. Mizuno K, Tanaka M, Ishii A, Tanabe HC, Onoe H, Sadato N, Watanabe Y (2008) The neural basis of academic achievement motivation. Neuroimage 42:369 -378.
29. Nomura EM, Reber PJ (2008) A review of medial temporal lobe and caudate contributions to visual category learning. Neurosci Biobehav Rev 32: 279-291.
30. O'Doherty JP (2004) Reward representations and reward-related learning in the human brain: insights from neuroimaging. Curr Opin Neurobiol 14:769 -776.
31. Oldfield RC (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9:97-113.
32. Poldrack RA, Clark J, Paré-Blagoev EJ, Shohamy D, Creso Moyano J, Myers C, Gluck MA (2001) Interactive memory systems in the human brain. Nature 414:546 -550.
33. Poldrack RA, Sabb FW, Foerde K, Tom SM, Asarnow RF, Bookheimer SY, Knowlton BJ (2005) The neural correlates of motor skill automaticity. J Neurosci 25:5356 -5364.
34. Ridderinkhof KR, Ullsperger M, Crone EA, Nieuwenhuis S (2004a) The role of the medial frontal cortex in cognitive control. Science 306: 443- 447.
35. Ridderinkhof KR, van den Wildenberg WP, Segalowitz SJ, Carter CS (2004b) Neurocognitive mechanisms of cognitive control: the role of prefontal cortex in action selection, response inhibition, performance monitoring, and reward based learning. Brain Cogn 56:129 -140.
36. Rodriguez PF, Aron AR, Poldrack RA (2006) Ventral-striatal/ nucleusaccumbens sensitivity to prediction errors during classification learning. Hum Brain Mapp 27:306 -313.
37. Ryan RM (1982) Control and information in the intrapersonal sphere: an extension of cognitive evaluation theory. J Pers Soc Psychol 43: 450-461.
38. Ryan RM, Deci EL (2000) Intrinsic and extrinsic motivations: classic definitions and new directions. Contemp Educ Psychol 25:54-67.
39. Schultz W (2006) Behavioral theories and the neurophysiology of reward. Annu Rev Psychol 57:87-115.
40. Schultz W (2007) Behavioral dopamine signals. Trends Neurosci 30: 203-210.
41. Schultz W, Dickinson A (2000) Neural coding of prediction errors. Annu Rev Neurosci 23:473-500.
42. Seger CA (2008) How do the basal ganglia contribute to categorization? Their roles in generalization, response selection, and learning via feedback. Neurosci Biobehav Rev 32:265-278.
43. Seger CA, Cincotta CM (2005) The roles of the caudate nucleus in human classification learning. J Neurosci 25:2941-2951.
44. Smith BW, Mitchell DG, Hardin MG, Jazbec S, Fridberg D, Blair RJ, Ernst M (2009) Neural substrates of reward magnitude, probability, and risk during a wheel of fortune decision-making task. Neuroimage 44:600 - 609.
45. Tobler PN, O'Doherty JP, Dolan RJ, SchultzW (2007) Reward value coding distinct from risk attitude-related uncertainty coding in human reward systems. J Neurophysiol 97:1621-1632.
46. Worsley KJ, Marrett S, Neelin P, Vandal AC, Friston KJ, Evans AC (1996) A unified statistical approach for determining significant signals in images of cerebral activation. Hum Brain Mapp 4:58 -73.
47. Yeung N, Sanfey AG (2004) Independent coding of reward magnitude and valence in the human brain. J Neurosci 24:6258-6264.