Neural nets and chaotic carriers
By: Peter Whittle
Edition: 2nd ed.
Series: Advances in computer science and engineering: Texts -- v. 5; Advances in computer science and engineering: Texts -- v. 5.
Publisher: Imperial College Press; Distributed by World Scientific Pub.
Published: 2010
Place of publication: London; Hackensack, NJ
Language: eng
Number of pages: 230
ISBN-13: 9781848165908
Subjects: Chaotic behavior in systems; Neural networks (Computer science)
Notes: Previous ed.: Chichester: Wiley, 1998.

Includes bibliographical references (p. 219-224) and index.
Table of contents: title: Part I: Opening and Themes; title: 1. Introduction and Aspirations; title: 2. Optimal Statistical Procedures; title: 3. Linear Links and Nonlinear Knots: The Basic Neural Net; title: 4. Bifurcations and Chaos; title: Part II: Associative and Storage Memories; title: 5. What is a Memory? The Hamming and Hopfield Nets; title: 6. Compound and 'Spurious' Traces; title: 7. Preserving Plasticity: A Bayesian Approach; title: 8. The Key Task: The Fixing of Fading Data: Conclusions I; title: 9. Performance of the Probability-Maximising Algorithm; title: 10. Other Memories; title: Other Considerations; title: Part III: Oscillatory Operation and the Biological Model; title: 11. Neuron Models and Neural Masses; title: 12. Freeman Oscillators; title: Solo and in Concert; title: 13. Associative Memories Incorporating the Freeman Oscillator; title: 14. Olfactory Comparisons: Conclusions II; title: 15. Transmission Delays.