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Neural Network Models [Paperback]

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Item Number 224998  
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Item description for Neural Network Models by Philippe de Wilde...

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 onthe 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.

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Item Specifications...

Pages   174
Est. Packaging Dimensions:   Length: 9.28" Width: 6.17" Height: 0.49"
Weight:   0.66 lbs.
Binding  Softcover
Release Date   Jul 11, 1997
Publisher   Springer
ISBN  3540761292  
ISBN13  9783540761297  

Availability  144 units.
Availability accurate as of Oct 21, 2016 07:26.
Usually ships within one to two business days from La Vergne, TN.
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More About Philippe de Wilde

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Product Categories

1Books > Subjects > Computers & Internet > Certification Central > General
2Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
3Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Neural Networks
4Books > Subjects > Computers & Internet > General
5Books > Subjects > Computers & Internet > Networking > Networks, Protocols & API's > General
6Books > Subjects > Computers & Internet > Networking > Networks, Protocols & API's > Networks
7Books > Subjects > Professional & Technical > Engineering > Electrical & Optical > General
8Books > Subjects > Professional & Technical > Professional Science > Mathematics
9Books > Subjects > Science > General

Reviews - What do customers think about Neural Network Models?

A clear and concise introduction to neural network dynamics  Dec 19, 2000
This book is an excellent introduction to neural networks for the reader with a good mathematics background. The first few chapters describe popular and useful algorithms for implementing neural networks (Hopfield, backpropagation). Much of the book is devoted to the theory behind these networks (capacity, convergence and the dynamical systems approach, Markov chains). [This gave me, a total novice before reading the book, a much better idea of how these networks function, so much so that I can implement them in software.] Complementing the theory are numerous stimulating projects that illustrate many applications and open questions in the field.

De Wilde's book is very clearly written. Its compact size is a joy in this age of mammoth, but often poorly-written and substanceless, textbooks.


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