Jean-Pierre Aubin

Neural Networks and Qualitative Physics

A Viability Approach

• Broschiertes Buch

Produktbeschreibung

This book is devoted to some mathematical methods that arise in two domains of artificial intelligence: neural networks and qualitative physics.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 302
• Erscheinungstermin: 7. September 2011
• Englisch
• Abmessung: 229mm x 152mm x 16mm
• Gewicht: 441g
• ISBN-13: 9781107402843
• ISBN-10: 1107402840
• Artikelnr.: 33626289

Inhaltsangabe

1. Neural networks: a control approach
2. Pseudo-inverses and tensor products
3. Associative memories
4. The gradient method
5. Nonlinear neural networks
6. External learning algorithm of feedback controls
7. Internal learning algorithm of feedback controls
8. Learning processes of cognitive systems
9. Qualitative analysis of static problems
10. Dynamical qualitative simulation.