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In this paper, high-order neural networks with neutral delay are considered. Based on the continuation theorem of coincidence degree theory and a priori estimate, new result on the existence of periodic solution for delayed high-order Hopfield-type neural networks with neutral delay is established. The result of this paper is new and it complements previously known results. An illustrative example...
This paper investigates the global asymptotic stability (GAS) for a class of nonlinear neural networks with multiple delays. Based on Lyapunov stability theory, homeomorphism and the linear matrix inequality (LMI) technique, a new sufficient condition is proposed for (i) existence (ii) uniqueness and (iii) global asymptotic stability of equilibrium point, of a class of nonlinear neural networks without...
Without the boundedness assumption for the activation functions and without any extra constraints on variable delay functions, based on Lyapunov functional, homeomorphism map, techniques of inequalities and linear matrix inequality(LMI), a new delay-dependent stability criterion for (i) existence (ii) uniqueness and (iii) globally exponential stability of equilibrium point, of a class of discrete-time...
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