2012
DOI: 10.1007/s40065-012-0005-6
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Delay-dependent exponential stability results for uncertain stochastic Hopfield neural networks with interval time-varying delays

Abstract: This paper is concerned with stability analysis problem for uncertain stochastic neural networks with interval time-varying delays. The parameter uncertainties are assumed to be norm bounded and the delay is assumed to be time varying and belong to a given interval, which means that the lower and upper bounds of interval time-varying delays are available. Both the cases of the time-varying delays which may be differentiable and may not be differentiable are considered in this paper. Based on the Lyapunov-Kraso… Show more

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