Neural Networks and Qualitative Physics: A Viability Approach

by Jean-Pierre Aubin

This book is devoted to some mathematical methods that arise in two domains of artificial intelligence: neural networks and qualitative physics. Professor Aubin makes use of control and viability theory in neural networks and cognitive systems, regarded as dynamical systems controlled by synaptic matrices, and set-valued analysis that plays a natural and crucial role in qualitative analysis and simulation. This allows many examples of neural networks...

• Format: Printed Access Code
• Language: English
• ISBN: 0511626258
• ISBN13: 9780511626258
• Release Date: January 1
• Publisher: Cambridge University Press