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Neural Network Models

Theory and Projects

Authors: Wilde, Philippe de

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eBook $54.99
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  • ISBN 978-1-84628-614-8
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Softcover $74.95
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valid through October 16, 2017
  • ISBN 978-3-540-76129-7
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About this Textbook

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.

Table of contents (8 chapters)

Buy this book

eBook $54.99
price for USA (gross)
valid through October 16, 2017
  • ISBN 978-1-84628-614-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $74.95
price for USA
valid through October 16, 2017
  • ISBN 978-3-540-76129-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Neural Network Models
Book Subtitle
Theory and Projects
Authors
Copyright
1997
Publisher
Springer-Verlag London
Copyright Holder
The Editor(s) (if applicable) and The Author(s) 2018
eBook ISBN
978-1-84628-614-8
DOI
10.1007/978-1-84628-614-8
Softcover ISBN
978-3-540-76129-7
Edition Number
2
Number of Pages
XI, 174
Additional Information
Originally published as Volume 210 in the series: Lecture Notes Control
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