The Harmonic Mind: From Neural Computation To Optimality-theoretic Grammar Volume Ii: Linguistic…

Paperback | January 21, 2011

byPaul Smolensky, Géraldine Legendre

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Despite their apparently divergent accounts of higher cognition, cognitive theories based on neural computation and those employing symbolic computation can in fact strengthen one another. To substantiate this controversial claim, this landmark work develops in depth a cognitive architecture based in neural computation but supporting formally explicit higher-level symbolic descriptions, including new grammar formalisms.Detailed studies in both phonology and syntax provide arguments that these grammatical theories and their neural network realizations enable deeper explanations of early acquisition, processing difficulty, cross-linguistic typology, and the possibility of genomically encoding universal principles of grammar. Foundational questions concerning the explanatory status of symbols for central problems such as the unbounded productivity of higher cognition are also given proper treatment.The work is made accessible to scholars in different fields of cognitive science through tutorial chapters and numerous expository boxes providing background material from several disciplines. Examples common to different chapters facilitate the transition from more basic to more sophisticated treatments. Details of method, formalism, and foundation are presented in later chapters, offering a wealth of new results to specialists in psycholinguistics, language acquisition, theoretical linguistics, computational linguistics, computational neuroscience, connectionist modeling, and philosophy of mind.

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Despite their apparently divergent accounts of higher cognition, cognitive theories based on neural computation and those employing symbolic computation can in fact strengthen one another. To substantiate this controversial claim, this landmark work develops in depth a cognitive architecture...

Paul Smolensky is Professor of Cognitive Science at Johns Hopkins University. He was a leading member of the PDP connectionist research group, and is the recipient of the 2005 David E. Rumelhart Prize in Cognitive Science, which is awarded annually to an individual or collaborative team making a significant contribution to the forma...
Format:PaperbackDimensions:640 pages, 9 × 7 × 1.06 inPublished:January 21, 2011Publisher:The MIT PressLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0262514540

ISBN - 13:9780262514545

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The Harmonic Mind is a very comprehensive and ambitious effort to integrate connectionist and symbolic processing and Smolensky Legendre and their associates present this integration in the domain of language. Researchers of different persuasions in cognitive science and linguistics will find these volumes very rewarding. I believe that the research presented here will raise very substantially the level of discourse concerning the relationship of connectionism and symbolic processing.