Adaptation in dynamical systems [E-Book] / Ivan Tyukin.
Tyukin, Ivan, (author)
Cambridge : Cambridge University Press, 2011
1 online resource (xvii, 410 pages)
Full Text
Table of Contents:
  • Part I: Introduction and preliminaries
  • Introduction
  • Preliminaries
  • The problem of adaptation in dynamical systems
  • Part II: Theory
  • Input-output analysis of uncertain dynamical systems
  • Adaptive regulation in dynamical systems in presence of nonlinear parametrization and unstable target dynamics
  • Part III: Applications
  • Adaptive behaviour in recurrent neural networks with fixed weights
  • Adaptive template matching in systems for processing of visual information
  • State and parameter estimation of neural oscillators.