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Tensor Products and Split-Level Architecture: Foundational Issues in The Classicism-Connectionism Debate

Published online by Cambridge University Press:  01 April 2022

Marcello Guarini*
Affiliation:
University of Western Ontario

Abstract

This paper responds to criticisms levelled by Fodor, Pylyshyn, and McLaughlin against connectionism. Specifically, I will rebut the charge that connectionists cannot account for representational systematicity without implementing a classical architecture. This will be accomplished by drawing on Paul Smolensky's Tensor Product model of representation and on his insights about split-level architectures.

Type
Philosophical Issues in Cognitive Science
Copyright
Copyright © Philosophy of Science Association 1996

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Footnotes

I thank Ausonio Marras for comments on an earlier draft of this paper, and the Social Sciences and Humanities Research Council of Canada for financial support, award 752–94–1127.

Department of Philosophy, University of Western Ontario, London, Ontario, N6A 3K7.

References

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Smolensky, P. (1991), “Connectionism, Constituency, and the Language of Thought”, in Loewer, B. and Rey, G. (eds.), Meaning in Mind: Fodor and his Critics. Cambridge MA: Blackwell, pp. 201227.Google Scholar