Książka Neural Network Models Philippe DeWilde

Neural Network Models

Theory and Projects

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
207.85
Providing an in-depth treatment of neural network models, this volume explains and proves the main r...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
1997
strony
174
EAN
9783540761297
ISBN
3540761292
Enbook ID
01569456
Waga
600
Wymiary
155 x 235 x 11

Pełny opis

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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