The connectionist construction of concepts

In Margaret A. Boden (ed.), The Philosophy of Ai. Oxford University Press (1990)
Abstract
The character of computational modelling of cognition depends on an underlying theory of representation. Classical cognitive science has exploited the syntax/semantics theory of representation that derives from logic. But this has had the consequence that the kind of psychological explanation supported by classical cognitive science is
_conceptualist_:
psychological phenomena are modelled in terms of relations that hold between concepts, and between the sensors/effectors and concepts. This kind of explanation is inappropriate for the Proper Treatment of Connectionism (Smolensky 1988)
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Martin Davies (1991). Concepts, Connectionism, and the Language of Thought. In W Ramsey, Stephen P. Stich & D. Rumelhart (eds.), Philosophy and Connectionist Theory. Hillsdale, NJ: Lawrence Erlbaum Associates. 485-503.
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