Übersicht			Auf mobile öffnen

Lieferstatus:	i.d.R. innert 5-10 Tagen versandfertig
Veröffentlichung:	Mai 1997
Genre:	EDV / Informatik
	backpropagation / Hardware / Knowledge / Künstliche Intelligenz (KI) / Network / neuralnetworks / Neuronales Netz - Neuronaler Computer - Neurocomputer / Signal / Software mehr...
ISBN:	9783540761297
EAN-Code:	9783540761297
Verlag:	Springer
Einband:	Kartoniert
Sprache:	English
Dimensionen:	H 235 mm / B 155 mm / D 11 mm
Gewicht:	295 gr
Seiten:	188
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

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.