Research Catalog

Title

Dynamical systems with saturation nonlinearities : analysis and design / Derong Liu and Anthony N. Michel.

Author

Liu, Derong, 1963-

Publication

London ; New York : Springer-Verlag, ©1994.

Items in the Library & Off-site

Details

Additional Authors

Michel, Anthony N.

Description

xiv, 191 pages : illustrations; 24 cm

Series Statement

Lecture notes in control and information sciences ; 195

Uniform Title

Lecture notes in control and information sciences ; 195.

Subject

• Rückkopplung
• Differentiable dynamical systems
• Nonlinear theories
• Control theory
• Digital filters (Mathematics)
• Neural networks (Computer science)
• Assoziativspeicher
• Dynamisches System
• Ljapunov-Methode
• Ljapunov-Stabilitätstheorie
• Neuronales Netz
• Nichtlineare Regelung
• Nichtlineares Digitalfilter
• Nichtlineares dynamisches System
• Differentiaalvergelijkingen
• Controleleer
• Neurale netwerken
• Nonlinear systems
• Théories non-linéaires
• Commande, théorie de la
• Filtres numériques (Mathématiques)
• Réseaux neuronaux (Informatique)

Bibliography (note)

• Includes bibliographical references (p. [178]-189) and index.

Contents

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.

ISBN

• 3540198881
• 9783540198888
• 0387198881
• 9780387198880

LCCN

94012280

OCLC

• ocm30399318
• 30399318
• SCSB-9204485

Owning Institutions

Princeton University Library