Pierre Peretto, Peretto Pierre

An Introduction to the Modeling of Neural Networks

Herausgeber: Godr&138 Che, C.

• Broschiertes Buch

Produktbeschreibung

This book is a beginning graduate-level introduction to neural networks which is divided into four parts.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 492
• Erscheinungstermin: 30. August 2004
• Englisch
• Abmessung: 229mm x 152mm x 29mm
• Gewicht: 792g
• ISBN-13: 9780521424875
• ISBN-10: 0521424879
• Artikelnr.: 22347609

Inhaltsangabe

Preface
Acknowledgments
1. Introduction
2. The biology of neural networks: a few features for the sake of non-biologists
3. The dynamics of neural networks: a stochastic approach
4. Hebbian models of associative memory
5. Temporal sequences of patterns
6. The problem of learning in neural networks
7. Learning dynamics in 'visible' neural networks
8. Solving the problem of credit assignment
9. Self-organization
10. Neurocomputation
11. Neurocomputers
12. A critical view of the modeling of neural networks
References
Index.