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DELAY-DEPENDENT ASYMPTOTIC STABILITY OF NEURAL NETWORKS WITH TIME-VARYING DELAYS
International Journal of Bifurcation and Chaos, 2008This paper considers the problem of stability analysis for neural networks with time-varying delays. The time-varying delays under consideration are assumed to be bounded but not necessarily differentiable. In terms of a linear matrix inequality, a delay-dependent asymptotic stability condition is developed, which ensures the existence of a unique ...
Shengyuan Xu 0001 +2 more
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Delay-dependent exponential stability of delayed neural networks with time-varying delay
IEEE Transactions on Circuits and Systems II: Express Briefs, 2006In this brief, free-weighting matrices are employed to express the relationship between the terms in the Leibniz-Newton formula; and based on that relationship, a new delay-dependent exponential-stability criterion is derived for delayed neural networks with a time-varying delay.
Yong He 0003, Min Wu 0002, Jin-Hua She
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Stability of Lurie Time-Varying Systems with Time-Varying Delay Feedbacks
2018In this chapter, the stability problems of Lurie nonlinear system with time-varying plant and time-varying actuator under time-varying delay feedback are presented. First, absolute stability criteria, which we define as solvable matrix inequalities, are outlined by constructing a Lyapunov–Razumikhn functional.
Shuli Guo, Lina Han
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Dynamics and Oscillations of GHNNs with Time-Varying Delay
2012In this paper, we investigate the dynamics and the global exponential stability of the Hopfield Neural network with time-varying delay and variable coefficients. For this purpose, the activation functions are assumed to be globally Lipschitz continuous.
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Delay-Dependent Stability for Recurrent Neural Networks With Time-Varying Delays
IEEE Transactions on Neural Networks, 2008This brief is concerned with the stability for static neural networks with time-varying delays. Delay-independent conditions are proposed to ensure the asymptotic stability of the neural network. The delay-independent conditions are less conservative than existing ones.
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Decentralized Stabilization of Interconnected Systems With Time-Varying Delays
IEEE Transactions on Automatic Control, 2009zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Containment Control of Double-Integrator Multi-Agent Systems With Time-Varying Delays
IEEE Transactions on Network Science and Engineering, 2022Wenfeng Hu
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