Subsymbolic Natural Language Processing: An Integrated Model of Scripts, Lexicon, and Memory - Couverture rigide

Miikkulainen, Risto

9780262132909: Subsymbolic Natural Language Processing: An Integrated Model of Scripts, Lexicon, and Memory

Couverture rigide

ISBN 10 : 0262132907 ISBN 13 : 9780262132909

Editeur : Bradford Books, 1993

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Risto Miikkulainen draws on recent connectionist work in language comprehension to create a model that can understand natural language. Using the DISCERN system as an example, he describes a general approach to building high-level cognitive models from distributed neural networks and shows how the special properties of such networks are useful in modeling human performance. In this approach connectionist networks are not only plausible models of isolated cognitive phenomena, but also sufficient constituents for complete artificial intelligence systems. Distributed neural networks have been very successful in modeling isolated cognitive phenomena, but complex high-level behavior has been tractable only with symbolic artificial intelligence techniques. Aiming to bridge this gap, Miikkulainen describes DISCERN, a complete natural language processing system implemented entirely at the subsymbolic level. In DISCERN, distributed neural network models of parsing, generating, reasoning, lexical processing, and episodic memory are integrated into a single system that learns to read, paraphrase, and answer questions about stereotypical narratives. Miikkulainen's work, which includes a comprehensive survey of the connectionist literature related to natural language processing, will prove especially valuable to researchers interested in practical techniques for high-level representation, inferencing, memory modeling, and modular connectionist architectures.

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

� propos de l?auteur

Risto Miikkulainen is an Assistant Professor in the Department of Computer Sciences at The University of Texas at Austin.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteurBradford Books
Date d'�dition1993
ISBN 10 0262132907
ISBN 13 9780262132909
ReliureReli�
Langueanglais
Num�ro d'�dition1
Nombre de pages403
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Subsymbolic Natural Language Processing: An Integrated Model of Scripts, Lexicon, and Memory Neural Network Modeling and Connectionism

Miikkulainen, Risto:

Edit� par MIT Press Ltd, 1993

ISBN 10 : 0262132907 ISBN 13 : 9780262132909

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gebundene Ausgabe. Etat : Gut. 391 Seiten Der Erhaltungszustand des hier angebotenen Werks ist trotz seiner Bibliotheksnutzung sehr sauber und kann entsprechende Merkmale aufweisen (R�ckenschild, Instituts-Stempel.). In ENGLISCHER Sprache. Sprache: Englisch Gewicht in Gramm: 780. N� de r�f. du vendeur 2151881

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Subsymbolic Natural Language Processing: An Integrated Model of Scripts, Lexicon, and Memory (NEURAL NETWORK MODELLING AND CONNECTIONISM)

Miikkulainen, Risto:

Edit� par MIT Press Ltd, 1993

ISBN 10 : 0262132907 ISBN 13 : 9780262132909

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Subsymbolic natural language processing: an integrated model of scripts, lexicon, and memory (Neural Network Modeling and Connectionism)

MIIKKULAINEN, Risto

Edit� par MIT Press, 1993

ISBN 10 : 0262132907 ISBN 13 : 9780262132909

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Subsymbolic Natural Language Processing : An Integrated Model of Scripts, Lexicon, and Memory (Neural Network Modeling and Connectionism Ser.)

Miikkulainen, Risto

Edit� par MIT Press, Cambridge, MA, U.S.A., 1993

ISBN 10 : 0262132907 ISBN 13 : 9780262132909

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Hardcover. Etat : Very Good. 391 Pages. Unread and Unmarked. n. N� de r�f. du vendeur 003453

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Subsymbolic Natural Language Processing: An Integrated Model of Scripts, Lexicon, and Memory (Neural Network Modeling and Connectionism).

Miikkulainen, Risto

Edit� par Bradford Books, 1993

ISBN 10 : 0262132907 ISBN 13 : 9780262132909

Ancien ou d'occasion Couverture rigide

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Etat : as new. Cambridge, MA: The MIT Press, 1993. Hardcover. Dustjacket. 403 pp.- Risto Miikkulainen draws on recent connectionist work in language comprehension to create a model that can understand natural language. Using the DISCERN system as an example, he describes a general approach to building high-level cognitive models from distributed neural networks and shows how the special properties of such networks are useful in modeling human performance. In this approach connectionist networks are not only plausible models of isolated cognitive phenomena, but also sufficient constituents for complete artificial intelligence systems.Distributed neural networks have been very successful in modeling isolated cognitive phenomena, but complex high-level behavior has been tractable only with symbolic artificial intelligence techniques. Aiming to bridge this gap, Miikkulainen describes DISCERN, a complete natural language processing system implemented entirely at the subsymbolic level. In DISCERN, distributed neural network models of parsing, generating, reasoning, lexical processing, and episodic memory are integrated into a single system that learns to read, paraphrase, and answer questions about stereotypical narratives.Miikkulainen's work, which includes a comprehensive survey of the connectionist literature related to natural language processing, will prove especially valuable to researchers interested in practical techniques for high-level representation, inferencing, memory modeling, and modular connectionist architectures. English text. Condition : as new. Condition : as new copy. ISBN 9780262132909. Keywords : , Neural networks. N� de r�f. du vendeur 262870

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Subsymbolic Natural Language Processing: An Integrated Model of Scripts, Lexicon, and Memory (Neural Network Modeling and Connectionism)

Miikkulainen, Risto

Edit� par The MIT Press, 1993

ISBN 10 : 0262132907 ISBN 13 : 9780262132909

Ancien ou d'occasion Couverture rigide

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Hardcover. Etat : Very Good. Etat de la jaquette : Very Good. Text is unmarked; pages are bright. Binding is tight and square. Dust jacket shows some light edgewear. 391pp. N� de r�f. du vendeur 059714

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