Neural Network Models: Theory and Projects - Couverture souple

De Wilde, Philippe

Couverture souple

ISBN 10 : 3540761292 ISBN 13 : 9783540761297

Editeur : Springer London, 2008

Synopsis

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.

Détails de l'édition

• Éditeur: Springer London
• Date d'édition: 2008
• Langue: anglais
• ISBN 10: 3540761292
• ISBN 13: 9783540761297
• Reliure: Broché
• Numéro d'édition: 2
• Nombre de pages: 188
• Coordonnées du fabricant: ProductSafety@springernature.com; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Allemagne