Connectionism: Theory and Practice
Oxford University Press, Aug 20, 1992 - Psychology - 336 pages
Part of a series on cognitive behaviour and science, based on a 1990 conference sponsored by the Cognitive Science Program and the Linguistics Department of Simon Fraser University, Vancouver, British Columbia, Canada.
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Some Feyerabendian Themes in Neurocomputational Form
3 Towards a Microstructural Account of Human Reasoning
4 Connectionism without Tears
5 Grammatical Structure and Distributed Representations
6 Structured Representations in Connectionist Systems?
7 Local Modelling in Phonology
8 Connectionism and the Philosophy of Mental Representation
9 Connectionism and the Computional Neurobiology of Curve Detection
10 PDP Learnability and Innate Knowledge of Language
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activation patterns architecture argument associationism assumptions behaviour believe Churchland classical constituents Cognitive Science cognitive system complex computation connectionism connectionist models connectionist networks connectionist systems connections constraints context curvature curve distributed domain specific effective syntax encode errors example fact Feyerabend Figure Fodor frequency function grammar hidden units Hinton implementation inference input internal representations knowledge language learning language of thought learnability learning algorithms lexical category linguistic McClelland model mechanism memory module mutual information neural networks non-classical noun output Parallel Distributed Processing parameters past tense philosophical phonological Pinker and Prince position possible predictions problem processing properties regular relative clauses represented role rule-governed rules Rumelhart Seidenberg and McClelland semantic sentences simulation Smolensky sort space stress structure sensitive supervised learning syllable systematicity task tensor product tensor product representations theory tion ture vector verb verb argument weights words
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