Neural nets and chaotic carriers / Peter Whittle.

Author/creator Whittle, Peter, 1927-
Format Electronic
Edition2nd ed.
Publication InfoLondon : Imperial College Press ; Hackensack, NJ : Distributed by World Scientific Pub.,
Descriptionxii, 230 p. : ill. ; 24 cm.
Supplemental ContentFull text available from Ebook Central - Academic Complete
Subjects

SeriesAdvances in computer science and engineering: Texts ; v. 5
Advances in computer science and engineering: Texts ; v. 5. UNAUTHORIZED
Contents Part I: Opening and Themes -- 1. Introduction and Aspirations -- 2. Optimal Statistical Procedures -- 3. Linear Links and Nonlinear Knots: The Basic Neural Net -- 4. Bifurcations and Chaos -- Part II: Associative and Storage Memories -- 5. What is a Memory? The Hamming and Hopfield Nets -- 6. Compound and 'Spurious' Traces -- 7. Preserving Plasticity: A Bayesian Approach -- 8. The Key Task: The Fixing of Fading Data: Conclusions I -- 9. Performance of the Probability-Maximising Algorithm -- 10. Other Memories -- Other Considerations -- Part III: Oscillatory Operation and the Biological Model -- 11. Neuron Models and Neural Masses -- 12. Freeman Oscillators -- Solo and in Concert -- 13. Associative Memories Incorporating the Freeman Oscillator -- 14. Olfactory Comparisons: Conclusions II -- 15. Transmission Delays.
General notePrevious ed.: Chichester: Wiley, 1998.
Bibliography noteIncludes bibliographical references (p. 219-224) and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2011280432
ISBN9781848165908 (hbk.)
ISBN1848165900 (hbk.)

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