Prefrontal and parietal activity is modulated by the rule complexity of inductive reasoning and can be predicted by a cognitive model

Neuropsychologia

Volumn 66, Issue , 2015, Pages 67-74

  Jia, Xiuqin ^a,b   Liang, Peipeng ^a,b   Shi, Lin ^c   Wang, Defeng ^c   Li, Kuncheng ^a,b  

^a CAPITAL MEDICAL UNIVERSITY   (China)

^b Beijing Key Laboratory of MRI and Brain Informatics   (China)

^c CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Computational cognitive model; Dorsolateral prefrontal cortex (DLPFC); Inductive reasoning; Rule complexity

Indexed keywords

ADULT; ARTICLE; BEHAVIOR; BOLD SIGNAL; BRAIN REGION; COGNITION; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; FEMALE; FUNCTIONAL NEUROIMAGING; HUMAN; HUMAN EXPERIMENT; MALE; MEDIAL POSTERIOR PARIETAL CORTEX; NEUROIMAGING; NORMAL HUMAN; PARIETAL CORTEX; PRECUNEUS; PREDICTION; PREFRONTAL CORTEX; RIGHT DORSAL LATERAL PREFRONTAL CORTEX; TASK PERFORMANCE; BIOLOGICAL MODEL; BRAIN MAPPING; NUCLEAR MAGNETIC RESONANCE IMAGING; PARIETAL LOBE; PHYSIOLOGY; PROBLEM SOLVING; YOUNG ADULT;

ADULT; BRAIN MAPPING; COGNITION; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MODELS, NEUROLOGICAL; PARIETAL LOBE; PREFRONTAL CORTEX; PROBLEM SOLVING; YOUNG ADULT;

EID: 84911471965     PISSN: 00283932     EISSN: 18733514     Source Type: Journal    
DOI: 10.1016/j.neuropsychologia.2014.10.015     Document Type: Article

References (42)

1. Anderson J.R. Human symbol manipulation within an integrated cognitive architecture. Cogn. Sci. 2005, 29:313-341.
2. Anderson J.R. How Can the Human Mind Occur in the Physical Universe? 2007, Oxford University Press, New York.
3. Anderson J.R., Carter C.S., Fincham J.M., Qin Y., Ravizza S.M., Rosenberg-Lee M. Using fMRI to test models of complex cognition. Cogn. Sci. 2008, 32:1323-1348.
4. Anderson J.R., Qin Y., Sohn M.-H., Stenger V.A., Carter C.S. An information-processing model of the BOLD response in symbol manipulation tasks. Psychon. Bull. Rev. 2003, 10:241-261.
5. Ashburner J., Friston K. Unified segmentation. Neuroimage 2005, 26:839-851.
6. Barbey A.K., Koenigs M., Grafman J. Dorsolateral prefrontal contributions to human working memory. Cortex 2013, 49(5):1195-1205.
7. Boyton G.M., Engel S.A., Glover G.H., Heeger D.J. Linear systems analysis of functional magnetic resonance imaging in human V1. Journal of Neuroscience 1996, 16:4207-4221.
8. Braver T.S., Cohen J.D., Nystrom L.E., Jonides J., Smith E.E., Noll D.C. A parametric study of prefrontal cortex involvement in human working memory. Neuroimage 1997, 5:49-62.
9. Brunoni A.R., Vanderhasselt M.A. Working memory improvement with non-invasive brain stimulation of the dorsolateral prefrontal cortex: a systematic review and meta-analysis. Brain Cogn. 2014, 86:1-9.
10. Callicott J.H., Mattay V.S., Bertolino A., Finn K., Coppola R., Frank J.A., Goldberg T.E., Weinberger D.R. Physiological characteristics of capacity constraints in working memory as revealed by functional MRI. Cereb. Cortex 1999, 9:20-26.
11. Cavanna A.E., Trimble M.R. The precuneus: a review of its functional anatomy and behavioral correlates. Brain 2006, 129:564-583.
12. Christoff K., Prabhakaran V. Rostrolateral prefrontal cortex involvement in relational integration during reasoning. Neuroimage 2001, 14(5):1136-1149.
13. Crescentini C., Seyed-Allaei S., De Pisapia N., Jovicich J., Amati D., Shallice T. Mechanisms of rule acquisition and rule following in inductive reasoning. J. Neurosci. 2011, 31(21):7763-7774.
14. Danker J.F., Anderson J.R. The role of prefrontal and posterior parietal cortex in algebra problem solving: a case of using cognitive modeling to inform neuroimaging data. Neuroimage 2007, 35:1365-1377.
15. Davalos D.B., Rojas D.C., Tregellas J.R. Temporal processing in schizophrenia: effects of task-difficulty on behavioral discrimination and neuronal responses. Schizophr. Res. 2011, 127:123-130.
16. Drager B., Jansen A., Bruchmann S., Forster A.F., Pleger B., Zwitserlood P., Knecht S. How does the brain accommodate to increased task difficulty in word finding? A functional MRI study. Neuroimage 2004, 23:1152-1160.
17. Friston K.J., Ashburner J.T., Kiebel S.J., Nichols T.E., Penny W.D. Statistical Parametric Mapping: The Analysis of Functional Brain Images 2007, (Eds.), Academic, San Diego, CA.
18. Girelli L., Semenza C., Delazer M. Inductive reasoning and implicit memory: evidence from intact and impaired memory systems. Neuropsychologia 2004, 42:926-938.
19. Halsband U., Krause B.J., Schmidt D., Herzog H., Tellman L., Muller-Gartner H.W. Encoding and retrieval in declarative learning: a positron emission tomography study. Behav Brain Res 1998, 97:69-78.
20. Henson R.N.A., Rugg M.D., Shallice T., Josephs O., Dolan R.J. Recollection and familiarity in recognition memory: an event-related functional magnetic resonance imaging study. J. Neurosci. 1999, 19:3962-3972.
21. Holzman T., Pellegrino J., Glaser R. Cognitive variables in series completion. J. Educ. Psychol. 1983, 75:603-618.
22. Huijbers W., Pennartz C.M.A., Daselaar S.M. Dissociating the "retrieval success" regions of the brain: effects of retrieval delay. Neuropsychologia 2010, 48(2):491-497.
23. Jia X., Liang P., Lu J., Yang Y., Zhong N., Li K. Common and dissociable neural correlates associated with component processes of inductive reasoning. Neuroimage 2011, 56:2292-2299.
24. Knauff M., Fangmeier F., Ruff C.C., Johnson-Laird P.N. Reasoning, model, and images: behavioral measures and cortical activity. J. Cogn. Neurosci. 2003, 15:559-597.
25. Kroger J.K., Sabb F.W., False C.L., Bookheimer S.Y., Cohen M.S., Holyoak K.J. Recruitment of anterior dorsolateral prefrontal cortex in human reasoning: a parametric study of relational complexity. Cereb. Cortex 2002, 12:477-485.
26. Kotovsky K., Simon H. Empirical tests of a theory of human acquisition of concepts for sequential patterns. Cogn. Psychol. 1973, 4:399-424.
27. Krause F., Lindemann O., Toni I., Bekkering H. Different brains process numbers differently: structural bases of individual differences in spatial and nonspatial number representations. J. Cogn. Neurosci. 2014, 26(4):768-776.
28. Lefevre J., Bisanz J. A cognitive analysis of number series problems: sources of individual differences in performance. Mem. Cogn. 1986, 14:287-298.
29. Liang P., Jia X., Taatgen N.A., Zhong N., Li K. Different strategies in solving series completion inductive reasoning problems: An fMRI and computational study. Int. J. Psychophysiology 2014, 93(2):253-260.
30. Liang P., Zhong N., Lu S., Liu J., Yao Y., Li K., Yang Y. The neural mechanism of human numerical inductive reasoning process: a combined ERP and fMRI study. Lecture Notes on Artificial Intelligence 2007, 4845:223-243.
31. Liang P., Wang Z., Yang Y., Jia X., Li K. Functional disconnection and compensation in mild cognitive impairment: evidence from DLPFC connectivity using resting-state fMRI. PLoS One 2011, 6(7):e22153.
32. Petrides M. Dissociable roles of mid-dorsolateral prefrontal and anterior inferotemporal cortex in visual working memory. J. Neurosci. 2000, 20(19):7496-7503.
33. Qin Y., Carter C.S., Silk E.M., Stenger V.A., Fissell K., Goode A., Anderson J.R. The change of the brain activation patterns as children learn algebra equation solving. Proc. Natl. Acad. Sci. USA 2004, 101(15):5686-5691.
34. Raftery A.E. Bayesian model selection in social research. Sociological Methodology 1995, 25:111-163. Blackwell, Boston.
35. Rosenberg-Lee M., Lovett M.C., Anderson J.R. Neural correlates of arithmetic calculation strategies. Cogn. Affect. Behav. Neurosci. 2009, 9(3):270-285.
36. Schurz M., Aichhorn M., Martin A., Perner J. Common brain areas engaged in false belief reasoning and visual perspective taking: a meta-analysis of functional brain imaging studies. Front. Hum. Neurosci. 2013, 7:1-14.
37. Simon H., Kotovsky K. Human acquisition of concepts for sequential patterns. Psychol. Rev. 1963, 70:534-546.
38. Su T., Lan T., Hsu T., Biswal B.B., Tsai P., Lin W., Lin C. Reduced neuro-integration from the dorsolateral prefrontal cortex to the whole brain and executive dysfunction in schizophrenia patients and their relatives. Schizophr. Res. 2013, 148(1-3):50-58.
39. Wagenmakers E.J. A practical solution to the pervasive problems of p values. Psychon. Bull. Rev. 2007, 14:779-804.
40. Yang Y., Liang P., Lu S., Li K., Zhong N. The role of the DLPFC in inductive reasoning of MCI patients and normal agings: an fMRI study. Sci. China Ser. C: Life Sci. 2009, 52(8):789-795.
41. Yarkoni T., Barch D.M., Gray J.R., Conturo T.E., Braver T.S. BOLD correlates of trial-by-trial reaction time variability in gray and white matter: A multi-study fMRI analysis. PLOS ONE 2009, 4(1):e4257.
42. Zhong N., Liang P., Qin Y., Lu S., Yang Y., Li K. Neural substrates of data-driven scientific discovery: an fMRIstudy during performance of number series completion task. Sci. China Ser. C: Life Sci. 2011, 54(5):466-473.