Neural Network Models : Theory and Projects

Language: English

Published by Springer, Springer Berlin Heidelberg, 1997

3540761292 / 9783540761297

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - Providing an in-depth treatment of neural network models, this volume explains and proves the main results in a clear and accessible way. It presents the essential principles of nonlinear dynamics as derived from neurobiology, and investigates the stability, convergence behaviour and capacity of networks. Also included are sections on stochastic networks and simulated annealing, presented using Markov processes rather than statistical physics, and a chapter on backpropagation. Each chapter ends with a suggested project designed to help the reader develop an integrated knowledge of the theory, placing it within a practical application domain. Neural Network Models: Theory and Projects concentrates on the essential parameters and results that will enable the reader to design hardware or software implementations of neural networks and to assess critically existing commercial products.

Seller Inventory # 9783540761297

Title
Neural Network Models : Theory and Projects
Author
Philippe De Wilde
Publisher
Springer, Springer Berlin Heidelberg
Publication year
1997
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3540761292
ISBN 13
9783540761297
Edition
2nd Edition
Item weight
295 grams
Dimensions
235x155x11 mm

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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