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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 - libri usati

1994, ISBN: 9780792395171

[PU: Springer US], Gepflegter, sauberer Zustand. Aus der Auflösung einer renommierten Bibliothek. Kann Stempel beinhalten. 3015390/202, DE, [SC: 0.00], gebraucht; sehr gut, gewerbliches … Altro …

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Computational Architectures Integrating Neural and Symbolic Processes: A Perspective on the State of the Art - copertina rigida, flessible

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) - copertina rigida, flessible

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) - copertina rigida, flessible

ISBN: 9780792395171

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Dettagli del libro
Computational Architectures Integrating Neural and Symbolic Processes: A Perspective on the State of the Art
Autore:
Titolo:
ISBN:

9780792395171


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.

Informazioni dettagliate del libro - Computational Architectures Integrating Neural and Symbolic Processes: A Perspective on the State of the Art


EAN (ISBN-13): 9780792395171
ISBN (ISBN-10): 0792395174
Copertina rigida
Anno di pubblicazione: 1994
Editore: Springer-Verlag GmbH
500 Pagine
Peso: 0,906 kg
Lingua: eng/Englisch

Libro nella banca dati dal 2008-03-02T03:07:26+01:00 (Zurich)
Pagina di dettaglio ultima modifica in 2023-11-26T13:10:07+01:00 (Zurich)
ISBN/EAN: 9780792395171

ISBN - Stili di scrittura alternativi:
0-7923-9517-4, 978-0-7923-9517-1
Stili di scrittura alternativi e concetti di ricerca simili:
Autore del libro : ron lawrence, boo, böök, bookmann, book, sun und
Titolo del libro: 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

Dati dell'editore

Autore: Ron Sun; Lawrence A. Bookman
Titolo: The Springer International Series in Engineering and Computer Science; Computational Architectures Integrating Neural and Symbolic Processes - A Perspective on the State of the Art
Editore: Springer; Springer US
476 Pagine
Anno di pubblicazione: 1994-11-30
New York; NY; US
Lingua: Inglese
213,99 € (DE)
219,99 € (AT)
236,00 CHF (CH)
Available
XX, 476 p.

BB; 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; Artificial Intelligence; Complex Systems; Computer Science; Theoretical, Mathematical and Computational Physics; Kybernetik und Systemtheorie; Informatik; Mathematische Physik; BC

Parallelism in inheritance hierarchies with exceptions.- An Introduction: On Symbolic Processing in Neural Networks.- Localist Architectures.- Complex Symbol-Processing in Conposit, A Transiently Localist Connectionist Architecture.- A Structured Connectionist Approach to Inferencing and Retrieval.- Hierarchical Architectures for Reasoning.- Distributed Architectures.- Subsymbolic Parsing of Embedded Structures.- Towards Instructable Connectionist Systems.- An Internal Report for Connectionists.- Combined Architectures.- A Two-Level Hybrid Architecture for Structuring Knowledge for Commonsense Reasoning.- A Framework for Integrating Relational and Associational Knowledge for Comprehension.- Examining a Hybrid Connectionist/Symbolic System for the Analysis of Ballistic Signals.- Commentaries.- Symbolic Artificial Intelligence and Numeric Artificial Neural Networks: Towards a Resolution of the Dichotomy.- Connectionist Natural Language Processing: A Status Report.

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