Research Catalog

Dynamical systems with saturation nonlinearities : analysis and design

Title
  1. Dynamical systems with saturation nonlinearities : analysis and design / Derong Liu and Anthony N. Michel.
Published by
  1. London ; New York : Springer-Verlag, ©1994.
Author
  1. Liu, Derong, 1963-

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Details

Additional authors
  1. Michel, Anthony N.
Description
  1. xiv, 191 pages : illustrations; 24 cm
Series statement
  1. Lecture notes in control and information sciences ; 195
Uniform title
  1. Lecture notes in control and information sciences ; 195.
Subject
  1. Rückkopplung
  2. Differentiable dynamical systems
  3. Nonlinear theories
  4. Control theory
  5. Digital filters (Mathematics)
  6. Neural networks (Computer science)
  7. Assoziativspeicher
  8. Dynamisches System
  9. Ljapunov-Methode
  10. Ljapunov-Stabilitätstheorie
  11. Neuronales Netz
  12. Nichtlineare Regelung
  13. Nichtlineares Digitalfilter
  14. Nichtlineares dynamisches System
  15. Differentiaalvergelijkingen
  16. Controleleer
  17. Neurale netwerken
  18. Nonlinear systems
  19. Théories non-linéaires
  20. Commande, théorie de la
  21. Filtres numériques (Mathématiques)
  22. Réseaux neuronaux (Informatique)
Contents
  1. Ch. 1. Introduction to Dynamical Systems with Saturation Nonlinearities -- pt. I. Qualitative Theory of Control Systems with Control Constraints and State Saturation: Two Fundamental Issues. Ch. 3. Asymptotic Stability of Dynamical Systems with State Saturation. Ch. 4. Null Controllability of Discrete-Time Dynamical Systems with Control Constraints and State Saturation -- pt. II. Stability Analysis of One-Dimensional and Multidimensional State-Space Digital Filters with Overflow Nonlinearities. Ch. 6. Criteria for the Absence of Overflow Oscillations in Fixed-Point Digital Filters Using Generalized Overflow Characteristics. Ch. 7. Stability Analysis of State-Space Realizations for Multidimensional Filters with Overflow Nonlinearities -- pt. III. Analysis and Synthesis of a Class of Neural Networks with Interconnection Constraints with Applications to Associative Memories. Ch. 9. Analysis and Synthesis of a Class of Neural Networks with Piecewise Linear Saturation Activation Functions. Ch. 10. Sparsely Interconnected Neural Networks for Associative Memories with Applications to Cellular Neural Networks. Ch. 11. Robustness Analysis of a Class of Sparsely Interconnected Neural Networks with Applications to the Design Problem.
Owning institution
  1. Princeton University Library
Bibliography (note)
  1. Includes bibliographical references (p. [178]-189) and index.