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Könyv Neural Network Models Philippe DeWilde

Neural Network Models

Theory and Projects

Szerző: Philippe DeWilde
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
18 924 Ft
Providing an in-depth treatment of neural network models, this volume explains and proves the main r...

Információk a könyvről

Szerző
Philippe DeWilde
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
1997
oldal
174
EAN
9783540761297
ISBN
3540761292
Enbook ID
01569456
Kiadó
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Súly
600
Méretek
155 x 235 x 11

Teljes leírás

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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