Abstract
In this chapter I suggest that the best way to advance our understanding of the neural basis of reasoning is to put equal emphasis on cognitive theory and neuropsychological data and ideas. This approach has led us to view reasoning in terms of a fractionated system that is dynamically configured in response to task and environmental cues. Three systems that have emerged from our research of the past few years are reviewed: (1) systems for dealing with familiar and unfamiliar material (2) systems for dealing with conflict and belief-bias; (3) systems for dealing with certain and uncertain information. These systems are discussed in the context of several dual mechanism theories. It is argued that the data is consistent with Newell and Simon’s account of formal and heuristic processes but not other more radical accounts of dual processes. I conclude by offering a speculative proposal as to how the systems might interact in the course of evaluating logical arguments.
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References
Acuna BD, Eliassen JC, Donoghue JP, Sanes JN (2002) Frontal and parietal lobe activation during transitive inference in humans. Cereb Cortex 12(12):1312–1321
Bermudez JL (2002) Rationality and psychological explanation without language. In: Bermudez JL, Millar A (eds) Reason and nature: essays in the theory of rationality. Oxford University Press, New York, pp 233–264
Braine MDS (1978) On the relation between the natural logic of reasoning and standard logic. Psychol Rev 85(1): 1–21
Canessa N, Gorini A, Cappa SF, Piattelli-Palmarini M, Danna M, Fazio F, Perani D (2005) The effect of social content on deductive reasoning: an fMRI study. Hum Brain Mapp 26(1):30–43
Caramazza A, Gordon J, Zurif EB, DeLuca D (1976) Right-hemispheric damage and verbal problem solving behavior. Brain Lang 3(1):41–46
Duchaine B, Cosmides L, Tooby J (2001) Evolutionary psychology and the brain. Curr Opin Neurobiol 11(2):225–230
Evans JS (2003) In two minds: dual-process accounts of reasoning. Trends Cogn Sci 7(10): 454–459
Evans JSBT, Over DE (1996) Rationality and reasoning. Psychology, New York
Evans JSBT, Barston J, Pollard P (1983) On the conflict between logic and belief in syllogistic reasoning. Mem Cognit 11:295–306
Fangmeier T, Knauff M, Ruff CC, Sloutsky V (2006) FMRI evidence for a three-stage model of deductive reasoning. J Cogn Neurosci 18(3):320–334
Fink GR, Marshall JC, Halligan PW, Frith CD, Driver J, Frackowiak RS, Dolan RJ (1999) The neural consequences of conflict between intention and the senses. Brain 122(3):497–512
Fletcher PC, Happe F, Frith U, Baker SC, Dolan RJ, Frackowiak RSJ, Frith CD (1995) Other minds in the brain: a functional imaging study of “theory of mind” in story comprehension. Cognition 57:109–128
Gazzaniga MS (2000) Cerebral specialization and interhemispheric communication: does the corpus callosum enable the human condition? Brain 123(7): 1293–1326
Goel V (1995) Sketches of thought. MIT Press, Cambridge
Goel V (2005) Cognitive neuroscience of deductive reasoning. In: Holyoak K, Morrison R (eds) Cambridge handbook of thinking and reasoning. Cambridge University Press, Cambridge, pp 475–492
Goel V (2007) Anatomy of deductive reasoning. Trends Cogn Sci 11(10):435–441
Goel V, Dolan RJ (2001) Functional neuroanatomy of three-term relational reasoning. Neuropsychologia 39(9):901–909
Goel V, Dolan RJ (2003) Explaining modulation of reasoning by belief. Cognition 87(1):B11–B22
Goel V, Dolan RJ (2004) Differential involvement of left prefrontal cortex in inductive and deductive reasoning. Cognition 93(3):B109–B121
Goel V, Grafman J, Sadato N, Hallet M (1995) Modelling other minds. Neuroreport 6(13): 1741–1746
Goel V, Gold B, Kapur S, Houle S (1997) The seats of reason: a localization study of deductive and inductive reasoning using PET (O15) blood flow technique. Neuroreport 8(5):1305–1310
Goel V, Gold B, Kapur S, Houle S (1998) Neuroanatomical correlates of human reasoning. J Cogn Neurosci 10(3):293–302
Goel V, Buchel C, Frith C, Dolan RJ (2000) Dissociation of mechanisms underlying syllogistic reasoning. Neuroimage 12(5):504–514
Goel V, Makale M, Grafman J (2004a) The hippocampal system mediates logical reasoning about familiar spatial environments. J Cogn Neurosci 16(4):654–664
Goel V, Shuren J, Sheesley L, Grafman J (2004b) Asymmetrical involvement of frontal lobes in social reasoning. Brain 127(4):783–790
Goel V, Tierney M, Sheesley L, Bartolo A, Vartanian O, Grafman J (2006) Hemispheric specialization in human prefrontal cortex for resolving certain and uncertain inferences. Cereb Cortex 17:2245–2250
Heckers S, Zalesak M, Weiss AP, Ditman T, Titone D (2004) Hippocampal activation during transitive inference in humans. Hippocampus 14(2):153–162
Henle M (1962) On the relation between logic and thinking. Psychol Rev 69(4):366–378
Houde O, Zago L, Mellet E, Moutier S, Pineau A, Mazoyer B, Tzourio-Mazoyer N (2000) Shifting from the perceptual brain to the logical brain: the neural impact of cognitive inhibition training. J Cogn Neurosci 12(5):721–728
Johnson-Laird PN (1983) Mental models: towards a cognitive science of language, inference, and consciousness. Harvard University Press, Cambridge
Johnson-Laird PN, Byrne RMJ (1991) Deduction. Erlbaum, Hillsdale
Knauff M, Mulack T, Kassubek J, Salih HR, Greenlee MW (2002) Spatial imagery in deductive reasoning: a functional MRI study. Brain Res Cogn Brain Res 13(2):203–212
Knauff M, Fangmeier T, Ruff CC, Johnson-Laird PN (2003) Reasoning, models, and images: behavioral measures and cortical activity. J Cogn Neurosci 15(4):559–573
McCarthy RA, Warrington EK (1990) Cognitive neuropsychology: a clinical introduction. Academic, New York
Monti MM, Osherson DN, Martinez MJ, Parsons LM (2007) Functional neuroanatomy of deductive inference: a language-independent distributed network. Neuroimage 37(3): 1005–1016
Newell A (1980) Reasoning, problem solving, and decision processes: the problem space as a fundamental category. In: Nickerson RS (ed) Attention and performance VIII. Erlbaum, Hillsdale
Newell A, Simon HA (1972) Human problem solving. Prentice Hall, Englewood Cliffs
Noveck IA, Goel V, Smith KW (2004) The neural basis of conditional reasoning with arbitrary content. Cortex 40(4–5):613–622
Osherson D, Perani D, Cappa S, Schnur T, Grassi F, Fazio F (1998) Distinct brain loci in deductive versus probabilistic reasoning. Neuropsychologia 36(4):369–376
Over D (2002) The rationality of evolutionary psychology. In: Bermudez JL, Millar A (eds) Reason and nature: essays in the theory of rationality. Oxford University Press, New York, pp 187–207
Parsons LM, Osherson D (2001) New evidence for distinct right and left brain systems for deductive versus probabilistic reasoning. Cereb Cortex 11(10):954–965
Prado J, Noveck IA (2007) Overcoming perceptual features in logical reasoning: a parametric functional magnetic resonance imaging study. J Cogn Neurosci 19(4):642–657
Rips LJ (1994) The psychology of proof: deductive reasoning in human thinking. MIT Press, Cambridge
Simon HA (1983) Reason in human affairs. Stanford University Press, Stanford
Sloman SA (1996) The empirical case for two systems of reasoning. Psychol Bull 119(1):3-22
Stanovich K (2004) The robot’s rebellion: finding meaning in the age of Darwin. University of Chicago Press, Chicago
Stanovich KE, West RF (2000) Individual differences in reasoning: implications for the rationality debate. Behav Brain Sci 22:645–665
Stavy R, Goel V, Critchley H, Dolan R (2006) Intuitive interference in quantitative reasoning. Brain Res 1073–1074:383–388
Wilkins MC (1928). The effect of changed material on the ability to do formal syllogistic reasoning. Arch Psychol 16(102):5–83
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Goel, V. (2009). Fractionating the System of Deductive Reasoning. In: Kraft, E., Gulyás, B., Pöppel, E. (eds) Neural Correlates of Thinking. On Thinking, vol 1. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-68044-4_13
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DOI: https://doi.org/10.1007/978-3-540-68044-4_13
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