Neural Network Models

Name: Neural Network Models
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540761297
Price: 1120 CZK
Availability: InStock

Theory and Projects

Autor: Philippe DeWilde

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnost: Skladem u dodavatele

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Providing an in-depth treatment of neural network models, this volume explains and proves the main r...

Informace o knize

Autor

Philippe DeWilde

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

1997

Stránek

174

EAN

9783540761297

ISBN

3540761292

Enbook ID

01569456

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

600

Rozměry

155 x 235 x 11

Kompletní popis

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.

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Neural Network Models

Theory and Projects

Informace o knize

Kompletní popis

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