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The limitations of the reverse-engineering approach to cognitive modeling

Published online by Cambridge University Press:  29 August 2012

Jay G. Rueckl*
Affiliation:
Department of Psychology, University of Connecticut, Storrs, CT 06268; and Haskins Laboratories, New Haven, CT 06511. Jay.Rueckl@Uconn.eduhttp://web.uconn.edu/psychology/people/Faculty/Rueckl/Rueckl.html

Abstract

Frost's critique reveals the limitations of the reverse-engineering approach to cognitive modeling – the style of psychological explanation in which a stipulated internal organization (in the form of a computational mechanism) explains a relatively narrow set of phenomena. An alternative is to view organization as both the explanation for some phenomena and a phenomenon to be explained. This move poses new and interesting theoretical challenges for theories of word reading.

Type
Open Peer Commentary
Copyright
Copyright © Cambridge University Press 2012 

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References

Andrews, S. & Hersch, J. (2010) Lexical precision in skilled readers: Individual differences in masked neighbor priming. Journal of Experimental Psychology: General 139:299318.CrossRefGoogle ScholarPubMed
Frost, R., Katz, L. & Bentin, S. (1987) Strategies for visual word recognition and orthographical depth: A multilingual comparison. Journal of Experimental Psychology: Human Perception and Performance 13:104–15.Google ScholarPubMed
Perfetti, C. A. (2007) Reading ability: Lexical quality to comprehension. Scientific Studies of Reading 11:357–83.CrossRefGoogle Scholar
Plaut, D. C. & Gonnerman, L. M. (2000) Are non-semantic morphological effects incompatible with a distributed connectionist approach to lexical processing? Language and Cognitive Processes 15:445–85.CrossRefGoogle Scholar
Seidenberg, M. S. (2011) Reading in different writing systems: One architecture, multiple solutions. In: Dyslexia across languages: Orthography and the brain-gene-behavior link, ed. McCardle, P., Miller, B., Lee, J. R. & Tzeng, O. J. L., pp. 146–68. Paul H. Brookes.Google Scholar
Yap, M. J., Balota, D. A., Sibley, D. E. & Ratcliff, R. (2012) Individual differences in visual word recognition: Insights from the English Lexicon Project. Journal of Experimental Psychology: Human Perception and Performance 38:5379.Google ScholarPubMed
Ziegler, J. C. & Goswami, U. (2005) Reading acquisition, developmental dyslexia, and skilled reading across languages: A psycholinguistic grain size theory. Psychological Bulletin 131:329.CrossRefGoogle ScholarPubMed