Pub. Date:
Cambridge University Press
Adaptation in Dynamical Systems

Adaptation in Dynamical Systems

by Ivan Tyukin


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Product Details

ISBN-13: 9780521198196
Publisher: Cambridge University Press
Publication date: 02/28/2011
Edition description: New Edition
Pages: 428
Product dimensions: 6.80(w) x 9.80(h) x 1.00(d)

About the Author

Ivan Tyukin is an RCUK Academic Fellow in the Department of Mathematics, University of Leicester. His research interests cover many areas, including the analysis, modelling and synthesis of systems with fragile, nonlinear, chaotic, and meta-stable dynamics.

Table of Contents

Part I. Introduction and Preliminaries: 1. Introduction; 2. Preliminaries; 3. The problem of adaptation in dynamical systems; Part II. Theory: 4. Input-output analysis of uncertain dynamical systems; 5. Adaptive regulation in dynamical systems in presence of nonlinear parametrization and unstable target dynamics; Part III. Applications: 6. Adaptive behaviour in recurrent neural networks with fixed weights; 7. Adaptive template matching in systems for processing of visual information; 8. State and parameter estimation of neural oscillators; Appendix; References; Index.

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