Chater, Nick and Brown, G. D. A. (Gordon D. A.). (2008) From universal laws of cognition to specific cognitive models. Cognitive Science, Vol.32 (No.1). pp. 36-67. ISSN 0364-0213

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Abstract

The remarkable successes of the physical sciences have been built on highly general quantitative laws, which serve as the basis for understanding an enormous variety of specific physical systems. How far is it possible to construct universal principles in the cognitive sciences, in terms of which specific aspects of perception, memory, or decision making might be modelled? Following Shepard (e.g., 1987), it is argued that some universal principles may be attainable in cognitive science. Here, 2 examples are proposed: the simplicity principle (which states that the cognitive system prefers patterns that provide simpler explanations of available data); and the scale-invariance principle, which states that many cognitive phenomena are independent of the scale of relevant underlying physical variables, such as time, space, luminance, or sound pressure. This article illustrates how principles may be combined to explain specific cognitive processes by using these principles to derive SIMPLE, a formal model of memory for serial order (Brown, Neath, & Chater, 2007), and briefly mentions some extensions to models of identification and categorization. This article also considers the scope and limitations of universal laws in cognitive science.

Item Type:	Journal Article
Subjects:	B Philosophy. Psychology. Religion > BF Psychology Q Science > QA Mathematics Q Science > QC Physics
Divisions:	Faculty of Social Sciences > Warwick Business School > Behavioural Science Faculty of Science > Psychology Faculty of Social Sciences > Warwick Business School
Library of Congress Subject Headings (LCSH):	Cognition, Memory, Scaling laws (Statistical physics), Kolmogorov complexity, Recollection (Psychology), Categorization (Psychology)
Journal or Publication Title:	Cognitive Science
Publisher:	Psychology Press
ISSN:	0364-0213
Date:	January 2008
Volume:	Vol.32
Number:	No.1
Number of Pages:	32
Page Range:	pp. 36-67
Identification Number:	10.1080/03640210701801941
Status:	Peer Reviewed
Publication Status:	Published
Access rights to Published version:	Restricted or Subscription Access
Funder:	Leverhulme Trust (LT), Economic and Social Research Council (Great Britain) (ESRC)
Grant number:	F/215/AY (LT), RES 000 231038 (ESRC)
URI:	http://wrap.warwick.ac.uk/id/eprint/30334

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