Cognitive science as an interface between rational and mechanistic explanation
- PMID: 24648049
- DOI: 10.1111/tops.12087
Cognitive science as an interface between rational and mechanistic explanation
Abstract
Cognitive science views thought as computation; and computation, by its very nature, can be understood in both rational and mechanistic terms. In rational terms, a computation solves some information processing problem (e.g., mapping sensory information into a description of the external world; parsing a sentence; selecting among a set of possible actions). In mechanistic terms, a computation corresponds to causal chain of events in a physical device (in engineering context, a silicon chip; in biological context, the nervous system). The discipline is thus at the interface between two very different styles of explanation--as the papers in the current special issue well illustrate, it explores the interplay of rational and mechanistic forces.
Keywords: Cognitive science; Computation; Mechanistic explanation; Rationality.
Copyright © 2014 Cognitive Science Society, Inc.
Comment on
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An evolutionary perspective on information processing.Top Cogn Sci. 2014 Apr;6(2):312-30. doi: 10.1111/tops.12085. Epub 2014 Mar 11. Top Cogn Sci. 2014. PMID: 24616372 Review.
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Utility maximization and bounds on human information processing.Top Cogn Sci. 2014 Apr;6(2):198-203. doi: 10.1111/tops.12089. Epub 2014 Mar 20. Top Cogn Sci. 2014. PMID: 24648113
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Rationalizable irrationalities of choice.Top Cogn Sci. 2014 Apr;6(2):204-28. doi: 10.1111/tops.12082. Epub 2014 Mar 20. Top Cogn Sci. 2014. PMID: 24648392
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Experiential limitation in judgment and decision.Top Cogn Sci. 2014 Apr;6(2):229-44. doi: 10.1111/tops.12083. Epub 2014 Mar 20. Top Cogn Sci. 2014. PMID: 24648405
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Optimality and some of its discontents: successes and shortcomings of existing models for binary decisions.Top Cogn Sci. 2014 Apr;6(2):258-78. doi: 10.1111/tops.12084. Epub 2014 Mar 20. Top Cogn Sci. 2014. PMID: 24648411 Free PMC article. Review.
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Computational rationality: linking mechanism and behavior through bounded utility maximization.Top Cogn Sci. 2014 Apr;6(2):279-311. doi: 10.1111/tops.12086. Epub 2014 Mar 20. Top Cogn Sci. 2014. PMID: 24648415
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Decision theory with resource-bounded agents.Top Cogn Sci. 2014 Apr;6(2):245-57. doi: 10.1111/tops.12088. Top Cogn Sci. 2014. PMID: 24764140 Review.
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