Mechanisms of rule acquisition and rule following in inductive reasoning

Journal of Neuroscience

Volumn 31, Issue 21, 2011, Pages 7763-7774

  Crescentini, Cristiano ^a,b   Seyed Allaei, Shima ^a   de Pisapia, Nicola ^c   Jovicich, Jorge ^c   Amati, Daniele ^a   Shallice, Tim ^a,c,d  

^a SISSA   (Italy)

^b SANTA MARIA DELLA MISERICORDIA UNIVERSITY HOSPITAL   (Italy)

^c UNIVERSITY OF TRENTO   (Italy)

^d UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; BRAIN REGION; CONTROLLED STUDY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; INDUCTIVE REASONING; MALE; MOTOR CORTEX; NERVE CELL NETWORK; NORMAL HUMAN; PREDICTION; PREFRONTAL CORTEX; PRIORITY JOURNAL; TEMPORAL CORTEX; THINKING; VISUAL STIMULATION;

ADULT; BRAIN; BRAIN MAPPING; FEMALE; HUMANS; MALE; PHOTIC STIMULATION; PROBLEM SOLVING; PSYCHOMOTOR PERFORMANCE; REACTION TIME; YOUNG ADULT;

EID: 79957644377     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.4579-10.2011     Document Type: Article

References (44)

1. Asaad WF, Rainer G, Miller EK (2000) Task-specific neural activity in the primate prefrontal cortex. J Neurophysiol 84:451-459.
2. Badre D, D'Esposito M (2007) Functional magnetic resonance imaging evidence for a hierarchical organization of the prefrontal cortex. J Cogn Neurosci 19:2082-2099.
3. Badre D, Kayser AS, D'Esposito M (2010) Frontal cortex and the discovery of abstract action rules. Neuron 66:315-326.
4. Boettiger CA, D'Esposito M (2005) Frontal networks for learning and executing arbitrary stimulus-response associations. J Neurosci 25:2723-2732.
5. Boorman ED, Behrens TE, Woolrich MW, Rushworth MF (2009) 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.
6. Brainard DH (1997) The Psychophysics Toolbox. Spat Vis 10:433-436.
7. Brass M, Derrfuss J, Forstmann B, von Cramon DY (2005) The role of the inferior frontal junction area in cognitive control. Trends Cogn Sci 9:314-316.
8. Brett M, Anton JL, Valabregue R, Poline JB (2002) Region of interest analysis using an SPM toolbox. Paper presented at Eighth International Conference on Functional Mapping of the Human Brain, Sendai, Japan, June.
9. Bunge SA (2004) How we use rules to select actions: a review of evidence from cognitive neuroscience. Cogn Affect Behav Neurosci 4:564-579.
10. Bunge SA, Wallis JD (2008) Neuroscience of rule-guided behavior. Oxford: Oxford UP.
11. Bunge SA, Wallis JD, Parker A, Brass M, Crone EA, Hoshi E, Sakai K (2005) Neural circuitry underlying rule use in humans and nonhuman primates. J Neurosci 25:10347-10350.
12. Bunge SA, Helskog EH, Wendelken C (2009) Left, but not right, rostrolateral prefrontal cortex meets a stringent test of the relational integration hypothesis. Neuroimage 46:338-342.
13. Burgess PW, Shallice T (1996) Bizarre responses, rule detection and frontal lobe lesions. Cortex 32:241-259.
14. Burgess PW, Veitch E, de Lacy Costello A, Shallice T (2000) The cognitive and neuroanatomical correlates of multitasking. Neuropsychologia 38:848-863.
15. Burgess PW, Quayle A, Frith CD (2001) Brain regions involved in prospective memory as determined by positron emission tomography. Neuropsychologia 39:545-555.
16. Bussey TJ, Wise SP, Murray EA (2001) The role of ventral and orbital prefrontal cortex in conditional visuomotor learning and strategy use in rhesus monkeys (Macaca mulatta). Behav Neurosci 115:971-982.
17. D'Esposito M, Aguirre GK, Zarahn E, Ballard D, Shin RK, Lease J (1998) Functional MRI studies of spatial and nonspatial working memory. Brain Res Cogn Brain Res 7:1-13.
18. Donohue SE, Wendelken C, Crone EA, Bunge SA (2005) Retrieving rules for behavior from long-term memory. Neuroimage 26:1140-1149.
19. Esposito F, Bertolino A, Scarabino T, Latorre V, Blasi G, Popolizio T, Tedeschi G, Cirillo S, Goebel R, Di Salle F (2006) Independent component model of the default-mode brain function: assessing the impact of active thinking. Brain Res Bull 70:263-269.
20. Friston KJ, Glaser DE, Henson RN, Kiebel S, Phillips C, Ashburner J (2002) Classical and Bayesian inference in neuroimaging: applications. Neuroimage 16:484-512.
21. Goel V, Dolan RJ (2000) Anatomical segregation of component processes in an inductive inference task. J Cogn Neurosci 12:110-119.
22. Hampshire A, Thompson R, Duncan J, Owen AM (2008) The target selective neural response-similarity, ambiguity, and learning effects. PLoS One 3:e2520.
23. Hampshire A, Thompson R, Duncan J, Owen AM (2011) Lateral prefrontal cortex subregions make dissociable contributions during fluid reasoning. Cereb Cortex 21:1-10.
24. Henson R (2005) What can functional neuroimaging tell the experimental psychologist? Q J Exp Psychol A 58:193-233.
25. Koechlin E, Hyafil A (2007) Anterior prefrontal function and the limits of human decision-making. Science 318:594-598.
26. Koechlin E, Basso G, Pietrini P, Panzer S, Grafman J (1999) The role of the anterior prefrontal cortex in human cognition. Nature 399:148-151.
27. Li M, Vita ́nyi P (1997) An introduction to Kolmogorov complexity and its applications. New York: Springer.
28. Mansouri FA, Matsumoto K, Tanaka K (2006) Prefrontal cell activities related to monkeys' success and failure in adapting to rule changes in a Wisconsin Card Sorting Test analog. J Neurosci 26:2745-2756.
29. Nichols T, Brett M, Andersson J, Wager T, Poline JB (2005) Valid conjunction inference with the minimum statistic. Neuroimage 25:653-660.
30. Raichle ME (2010) Two views of brain function. Trends Cogn Sci 14:180-190.
31. Ramnani N, Owen AM (2004) Anterior prefrontal cortex: insights into function from anatomy and neuroimaging. Nat Rev Neurosci 5:184-194.
32. Reverberi C, Lavaroni A, Gigli GL, Skrap M, Shallice T (2005a) Specific impairments of rule induction in different frontal lobe subgroups. Neuropsychologia 43:460-472.
33. Reverberi C, D'Agostini S, Skrap M, Shallice T (2005b) Generation and recognition of abstract rules in different frontal lobe subgroups. Neuropsychologia 43:1924-1937.
34. Rips LJ (1999) Deductive reasoning. In: The MIT encyclopedia of the cognitive sciences (Wilson RA, Keil FC, eds), pp 225-226. Cambridge, MA: MIT.
35. Rissanen J (1978) Modeling by shortest data description. Automatica 14: 465-471.
36. Sambataro F, Murty VP, Callicott JH, Tan HY, Das S, Weinberger DR, Mattay VS (2010) Age-related alterations in default mode network: impact on working memory performance. Neurobiol Aging 31:839-852.
37. Seger CA, Poldrack RA, Prabhakaran V, Zhao M, Glover GH, Gabrieli JD (2000) Hemispheric asymmetries and individual differences in visual concept learning as measured by functional MRI. Neuropsychologia 38:1316-1324.
38. Smith EE, Jonides J (1997) Working memory: a view from neuroimaging. Cogn Psychol 33:5-42.
39. Solomonoff R (1964) A formal theory of inductive inference, part I. Inform Control 7:1-22.
40. Specht K, Lie CH, Shah NJ, Fink GR (2009) Disentangling the prefrontal network for rule selection by means of a non-verbal variant of the Wisconsin Card Sorting Test. Hum Brain Mapp 30:1734-1743.
41. Strange BA, Henson RN, Friston KJ, Dolan RJ (2001) Anterior prefrontal cortex mediates rule learning in humans. Cereb Cortex 11:1040-1046.
42. Wang M, Zhang H, Li BM (2000) Deficit in conditional visuomotor learning by local infusion of bicuculline into the ventral prefrontal cortex in monkeys. Eur J Neurosci 12:3787-3796.
43. White IM, Wise SP (1999) Rule-dependent neuronal activity in the prefrontal cortex. Exp Brain Res 126:315-335.
44. Zaitsev M, Hennig J, Speck O (2004) Point spread function mapping with parallel imaging techniques and high acceleration factors: fast, robust, and flexible method for echo-planar imaging distortion correction. Magn Reson Med 52:1156-1166.