Neural Nets and Chaotic Carriers (WILEY-INTERSCIENCE SERIES IN SYSTEMS AND OPTIMIZATION) - Hardcover

Whittle, Peter

Hardcover

ISBN 10: 0471985414 ISBN 13: 9780471985419

Publisher: John Wiley & Son Ltd, 1998

Synopsis

Neural Nets and Chaotic Carriers is an innovatory text, in that it develops rational principles for the design of associative memories with a view to applying these principles to models with the irregularly oscillatory operation so evident in biological neural systems. It thus bridges studies of artificial and of biological neural networks, with new results for both. The text has a strong research character, but a concise exposition from the basics makes it accessible to non-specialists. Design is based on the criterion that an associative memory must be able to cope with 'fading data', i.e. to form an inference from data even as its memory of that data degrades. The resultant net shows striking biological parallels, suggesting testable anatomical predictions. Many questions concerning composite or 'spurious' traces and memory capacity are clarified. The approach taken to models of the biological neuron and oscillation in systems of such neurons follows the pioneering ideas of W.J. Freeman, and develops these. In particular, when the associative memory principles are combined with oscillatory operation, some remarkable effects emerge. For example, the system shows a low-frequency square-wave oscillation (the 'escapement oscillation') with gamma-range bursts at its peaks, much as is observed in electroencephalograms. The text will be invaluable for researchers and graduate workers with a primary interest in artificial of biological neural nets. However, it is also accessible and interesting to anyone with the mathematical background usual in artificial intelligence, computer science, systems studies or statistics, for example.

About this title

Review:

"This book is one of the best examples of realization of a good interplay between mathematical theory and neurophysiological research. It should be read by everyone interested in a more realistic modeling of biological neural networks." (Mathematical Reviews, Issue 2001c)

"...this book develops and integrates the two themes of associative memory and oscillatory networks." (La Doc Sti, Vol. 369, January 1999)

About this edition

• Publisher: John Wiley & Son Ltd
• Publication date: 1998
• ISBN 10: 0471985414
• ISBN 13: 9780471985419
• Binding: Hardcover
• Edition number: 1
• Number of pages: 206