A defence of connectionism against the "syntactic" argument

Synthese 128 (3):287-317 (2001)
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Abstract

  In "Representations without Rules, Connectionism and the Syntactic Argument'', Kenneth Aizawa argues against the view that connectionist nets can be understood as processing representations without the use of representation-level rules, and he provides a positive characterization of how to interpret connectionist nets as following representation-level rules. He takes Terry Horgan and John Tienson to be the targets of his critique. The present paper marshals functional and methodological considerations, gleaned from the practice of cognitive modelling, to argue against Aizawa's characterization of how connectionist nets may be understood as making use of representation-level rules

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Marcello Guarini
University of Windsor

Citations of this work

Connectionism.James Garson & Cameron Buckner - 2019 - Stanford Encyclopedia of Philosophy.
In the Beginning was Game Semantics?Giorgi Japaridze - 2009 - In Ondrej Majer, Ahti-Veikko Pietarinen & Tero Tulenheimo (eds.), Games: Unifying Logic, Language, and Philosophy. Springer Verlag. pp. 249--350.

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References found in this work

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Knowledge of Language: Its Nature, Origin, and Use.Noam Chomsky - 1986 - Prager. Edited by Darragh Byrne & Max Kölbel.
Consciousness, explanatory inversion and cognitive science.John R. Searle - 1990 - Behavioral and Brain Sciences 13 (1):585-642.

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