Neural Networks and Analog Computation: Beyond the Turing Limit (Progress in Theoretical Computer Science) By Hava T. Siegelmann ISBN: 9780817639495 Published: 1998 Number of Pages: 181 Binding: Hardcover

Pricing & Availability: Additional Details: Product Type: Book Publisher: Birkhäuser Description: The theoretical foundations of Neural Networks and Analog Computation conceptualize neural networks as a particular type of computer consisting of multiple assemblies of basic processors interconnected in an intricate structure. Examining these networks under various resource constraints reveals a continuum of computational devices, several of which coincide with well-known classical models. On a mathematical level, the treatment of neural computations enriches the theory of computation but also explicated the computational complexity associated with biological networks, adaptive engineering tools, and related models from the fields of control theory and nonlinear dynamics. The material in this book will be of interest to researchers in a variety of engineering and applied sciences disciplines. In addition, the work may provide the base of a graduate-level seminar in neural networks for computer science students.

Library of Congress Control Number
   - LC control Number:  98029446

International Standard Book Number: 0817639497: 0817639497 (hardcover : alk. paper)

Library of Congress Call Number
   - Classification number: QA76.87
   - Item number: .S565 1998
   - Item number: .S565 1999

Dewey Decimal Classification Number
   - Edition number: 21
   - Classification number: 006.3/2

Main Entry - Personal Name
   - Personal name: Siegelmann, Hava T.

Title Statement
   - Title: Neural networks and analog computation :
   - Remainder of title: beyond the turing limit /
   - Statement of responsibility, etc.: Hava T. Siegelmann.

Publication, Distribution, etc. (Imprint)
   - Place of publication, distribution, etc.: Boston :
   - Place of publication, distribution, etc.: Boston, Mass :
   - Place of publication, distribution, etc.: Boston, Mass. :
   - Name of publisher, distribution, etc.: Birkhauser,
   - Date of publication, distribution, etc.: 1999.
   - Date of publication, distribution, etc.: c1999.

Physical Description
   - Extent: xiv, 181 p. :
   - Extent: xiv, 181p. :
   - Other physical details: ill. ;
   - Dimensions: 25 cm.

Series Statement/Added Entry - Title: Progress in theoretical computer science

Bibliography, etc. Note
   - Bibliography: Includes bibliographical references (p. 165-178) and index.
   - Bibliography: Includes bibliographical references and index.

Subject Added Entry - Topical Term
   - Topical term or geographic name entry element: Computational complexity.
   - Topical term or geographic name entry element: Neural networks (Computer science)