Connectionism, modularity, and tacit knowledge

British Journal for the Philosophy of Science 40 (December):541-55 (1989)
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Abstract

In this paper, I define tacit knowledge as a kind of causal-explanatory structure, mirroring the derivational structure in the theory that is tacitly known. On this definition, tacit knowledge does not have to be explicitly represented. I then take the notion of a modular theory, and project the idea of modularity to several different levels of description: in particular, to the processing level and the neurophysiological level. The fundamental description of a connectionist network lies at a level between the processing level and the physiological level. At this level, connectionism involves a characteristic departure from modularity, and a correlative absence of syntactic structure. This is linked to the fact that tacit knowledge descriptions of networks are only approximately true. A consequence is that strict causal systematicity in cognitive processes poses a problem for the connectionist programme

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Citations of this work

The language of thought hypothesis.Murat Aydede - 2010 - Stanford Encyclopedia of Philosophy.
Connectionism.James Garson & Cameron Buckner - 2019 - Stanford Encyclopedia of Philosophy.
Modularity and the predictive mind.Zoe Drayson - 2017 - T. Metzinger and W. Weise, (Eds), Philosophy and Predictive Processing.

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References found in this work

Vision.David Marr - 1982 - W. H. Freeman.
Aspects of the Theory of Syntax.Noam Chomsky - 1965 - Cambridge, MA, USA: MIT Press.
Knowledge of Language: Its Nature, Origin, and Use.Noam Chomsky - 1986 - Prager. Edited by Darragh Byrne & Max Kölbel.

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