Convergence analysis of cellular neural networks with unbounded delay

IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications

Volumn 48, Issue 6, 2001, Pages 680-687

  Yi, Zhang ^b   Heng, Pheng Ann ^b   Leung, Kwong Sak ^a,b  

^a IEEE

^b CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Cellular neural networks; Convergence; Delay; Stability; Unbounded delay

Indexed keywords

ASSOCIATIVE STORAGE; CONVERGENCE OF NUMERICAL METHODS; DELAY CIRCUITS; DIFFERENTIAL EQUATIONS; IMAGE PROCESSING; MOTION ESTIMATION; PATTERN RECOGNITION; VLSI CIRCUITS;

STATE STABILITY;

CELLULAR NEURAL NETWORKS;

EID: 0035365656     PISSN: 10577122     EISSN: None     Source Type: Journal    
DOI: 10.1109/81.928151     Document Type: Article

References (23)

1. Equilibrium analysis of delayed CNNs
2. On the global asymptotic stability of delayed cellular neural networks
3. How delays affect neural dynamics and learning
4. Cellular neural networks: Theory
5. Cellular neural networks: Applications
6. On the stability of cellular neural networks with delay
7. Stability of cellular neural networks and delayed neural networks with nonpositive templates and nonmonotonic output functions
8. A new approach to design cellular neural networks for associative memories
9. New conditions for global stability of neural networks with application to linear and quadratic programming problems
10. On the global convergence of a class of functional differential equations with applications in neural network theory
11. Results concerning the absolute stability of delayed neural networks
12. An equilibrium analysis of CNNs
13. Stability of analog neural networks with delay
14. Cellular neural networks with delay type template elements and nonuniform grids
15. Stability and dynamics of delay-type general and cellular neural networks
16. A new sufficient condition for complete stability of cellular neural networks with delay
17. A new sufficient condition for nonsymmetric CNNs to have a stable equilibrium point
18. Image compression by delayed CNNs
19. A more rigorous proof of complete stability of cellular neural networks
20. Estimate of exponential convergence rate and exponential stability for neural networks
21. Global exponential stability and periodic solutions of delay Hopfield neural networks
22. Periodic solutions and stability of Hopfield neural networks with variable delays