Philippe de Wilde
Springer London
2e druk, 1997
9783540761297
Neural Network Models
Theory and Projects
Specificaties
Paperback, 174 blz.
|
Engels
Springer London |
2e druk, 1997
ISBN13: 9783540761297
Rubricering
Levertijd ongeveer 8 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9783540761297
Taal:Engels
Bindwijze:paperback
Aantal pagina's:174
Uitgever:Springer London
Druk:2
Inhoudsopgave
1 Key concepts in neural networks.- 2 Backpropagation.- 3 Neurons in the Brain.- 4 The Fundamental System of Differential Equations.- 5 Synchronous and Discrete Networks.- 6 Linear Capacity.- 7 Capacity from a Signal to Noise Ratio.- 8 Neural Networks and Markov Chains.