Advances in Differential Equations and Control Processes
Volume 8, Issue 2, Pages 83 - 90
(November 2011)
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DELAY-DEPENDENT STABILITY CONDITION FOR NEURAL NETWORKS WITH DISCRETE AND UNBOUNDED DISTRIBUTED DELAYS
Jianping Zhou
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Abstract: This paper is concerned with the problem of stability analysis for neural networks with discrete and unbounded distributed delays. In terms of linear matrix inequalities, a new delay-dependent condition is proposed, which ensures the existence of a unique equilibrium point and its global asymptotic stability of the delayed neural networks. A numerical example is given to demonstrate the reduced conservatism of the condition. |
Keywords and phrases: neural networks, distributed delays, stability. |
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