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Computational Architectures Integrating Neural and Symbolic Processe... Hardback - Lawrence A. Bookman
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Computational Architectures Integrating Neural and Symbolic Processe... Hardback - hardcover

ISBN: 0792395174

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Computational Architectures Integrating Neural and Symbolic Processes A Perspective on the State of the Art - Sun, Ron und Lawrence A. Bookman
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Sun, Ron und Lawrence A. Bookman:

Computational Architectures Integrating Neural and Symbolic Processes A Perspective on the State of the Art - used book

1994, ISBN: 9780792395171

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Sun, Ron, Professor (Editor), and Bookman, Lawrence A (Editor):
Computational Architectures Integrating Neural and Symbolic Processes: A Perspective on the State of the Art - hardcover

1994

ISBN: 9780792395171

Hard cover, New., Sewn binding. Cloth over boards. 476 p. Contains: Unspecified. The Springer International Engineering and Computer Science, 292., New York, NY, [PU: Springer]

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Computational Architectures Integrating Neural and Symbolic Processes: A Perspective on the State of the Art (The Springer International Series in Engineering and Computer Science, 292)
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Computational Architectures Integrating Neural and Symbolic Processes: A Perspective on the State of the Art (The Springer International Series in Engineering and Computer Science, 292) - hardcover

1994, ISBN: 0792395174

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Computational Architectures Integrating Neural and Symbolic Processes: A Perspective on the State of the Art: 292 (The Springer International Series in Engineering and Computer Science, 292) - hardcover

ISBN: 9780792395171

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Computational Architectures Integrating Neural and Symbolic Processes: A Perspective on the State of the Art

Computational Architectures Integrating Neural and Symbolic Processes: A Perspective on the State of the Art focuses on a currently emerging body of research. With the reemergence of neural networks in the 1980s with their emphasis on overcoming some of the limitations of symbolic AI, there is clearly a need to support some form of high-level symbolic processing in connectionist networks. As argued by many researchers, on both the symbolic AI and connectionist sides, many cognitive tasks, e.g. language understanding and common sense reasoning, seem to require high-level symbolic capabilities. How these capabilities are realized in connectionist networks is a difficult question and it constitutes the focus of this book. Computational Architectures Integrating Neural and Symbolic Processes addresses the underlying architectural aspects of the integration of neural and symbolic processes. In order to provide a basis for a deeper understanding of existing divergent approaches and provide insight for further developments in this field, this book presents: (1) an examination of specific architectures (grouped together according to their approaches), their strengths and weaknesses, why they work, and what they predict, and (2) a critique/comparison of these approaches. Computational Architectures Integrating Neural and Symbolic Processes is of interest to researchers, graduate students, and interested laymen, in areas such as cognitive science, artificial intelligence, computer science, cognitive psychology, and neurocomputing, in keeping up-to-date with the newest research trends. It is a comprehensive, in-depth introduction to this new emerging field.

Details of the book - Computational Architectures Integrating Neural and Symbolic Processes: A Perspective on the State of the Art


EAN (ISBN-13): 9780792395171
ISBN (ISBN-10): 0792395174
Hardcover
Publishing year: 1994
Publisher: Springer-Verlag GmbH
500 Pages
Weight: 0,906 kg
Language: eng/Englisch

Book in our database since 2008-03-01T21:07:26-05:00 (New York)
Detail page last modified on 2023-11-26T07:10:07-05:00 (New York)
ISBN/EAN: 9780792395171

ISBN - alternate spelling:
0-7923-9517-4, 978-0-7923-9517-1
Alternate spelling and related search-keywords:
Book author: ron lawrence, boo, böök, bookmann, book, sun und
Book title: computational architectures integrating neural symbolic processes, state art, computer perspective, the architecture symbolic computers, the art the engineering, the architecture science, process architecture, international engineering


Information from Publisher

Author: Ron Sun; Lawrence A. Bookman
Title: The Springer International Series in Engineering and Computer Science; Computational Architectures Integrating Neural and Symbolic Processes - A Perspective on the State of the Art
Publisher: Springer; Springer US
476 Pages
Publishing year: 1994-11-30
New York; NY; US
Weight: 1,930 kg
Language: English
213,99 € (DE)
219,99 € (AT)
236,00 CHF (CH)
POD
XX, 476 p.

BB; Artificial Intelligence; Hardcover, Softcover / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Processing; artificial intelligence; cognitive psychology; cognitive science; computer; computer science; intelligence; knowledge; natural language; natural language processing; networks; neural networks; Complex Systems; Computer Science, general; Statistical Physics and Dynamical Systems; Artificial Intelligence; Complex Systems; Computer Science; Theoretical, Mathematical and Computational Physics; Kybernetik und Systemtheorie; Informatik; Mathematische Physik; BC; EA

Foreword; M. Arbib. 1. An Introduction: On Symbolic Processing in Neural Networks; R. Sun. Part I: Localist Architectures. 2. Complex Symbol-Processing in Conposit, a Transiently Localist Connectionist Architecture; J.A. Barnden. 3. A Structured Connectionist Approach to Inferencing and Retrieval; T.E. Lange. 4. Hierarchical Architectures for Reasoning; R.C. Lacher, K.D. Nguyen. Part II: Distributed Architectures. 5. Subsymbolic Parsing of Embedded Structures; R. Miikkulainen. 6. Towards Instructable Connectionist Systems; D.C. Noelle, G.W. Cottrell. 7. An Internal Report for Connectionists; N.E. Sharkey, S.A. Jackson. Part III: Combined Architectures. 8. A Two-Level Hybrid Architecture for Structuring Knowledge for Commonsense Reasoning; R. Sun. 9. A Framework for Integrating Relational and Associational Knowledge for Comprehension; L.A. Bookman. 10. Examining a Hybrid Connectionist/Symbolic System for the Analysis of Ballistic Signals; C. Lin, J. Hendler. Part IV: Commentaries. 11. Symbolic Artificial Intelligence and Numeric Artificial Neural Networks: Towards a Resolution of the Dichotomy; V. Honavar. 12. Connectionist Natural Language Processing: a Status Report; M.G. Dyer. Appendix: Bibliography of Connectionist Models with Symbolic Processing. Author Index. Subject Index.

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