Exponential stability of Cohen-Grossberg neural networks

Neural Networks

Volumn 15, Issue 3, 2002, Pages 415-422

  Wang, Lin ^a,b   Zou, Xingfu ^b  

^a HUNAN UNIVERSITY   (China)

^b MEMORIAL UNIVERSITY OF NEWFOUNDLAND   (Canada)

Author keywords

Comparison; Componentwise exponential stability; Exponential stability; Liapunov function functional; Neural networks; Quasi monotonicity

Indexed keywords

FUNCTIONS; STABILITY;

EXPONENTIAL STABILITY;

NEURAL NETWORKS;

ANALYTIC METHOD; ARTICLE; ARTIFICIAL NEURAL NETWORK; DYNAMICS; MATHEMATICAL ANALYSIS; MATHEMATICAL COMPUTING; PRIORITY JOURNAL; THEORY; COMPARATIVE STUDY;

COMPARATIVE STUDY; NEURAL NETWORKS (COMPUTER); SUPPORT, NON-U.S. GOV'T;

EID: 0035989169     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(02)00025-4     Document Type: Article

References (19)

1. Stability in a model of a delayed neural network
2. A note on stability of analog neural networks with time delays
3. Absolute stability and global pattern formation and parallel memory storage by competitive neural networks
4. Global attractivity in delayed Hopfield neural network models
5. On global asymptotic stability of a class of nonlinear systems arising in neural network theory
6. A condition for global convergence of a class of symmetric neural networks
7. Stability in asymmetric Hopfield nets with transmission delays
8. On equilibria, stability, and instability of Hopfield neural networks
9. Convergent activation dynamics in continuous time networks
10. Neurons with graded response have collective computational properties like those of two-stage neurons
11. Results concerning the absolute stability of delayed neural networks
12. On stability of nonlinear continuous-time neural networks with delays
13. Stability of analog neural networks with delay
14. Stability conditions for nonlinear continuous neural networks with asymmetric connection weights
15. Monotone semiflows generated by functional differential equations
16. Simple neural optimization networks: An A/D converter, signal decision circuit and a linear programming circuit
17. Symmetric functional-differential equations and neural networks with memory
18. Qualitative analysis of Cohen-Grossberg neural networks with multiple delays