Results 121 to 130 of about 438 (172)
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Stability of Cohen–Grossberg neural networks with distributed delays
Applied Mathematics and Computation, 2005The author investigates global asymptotic stability and global exponential stability of Cohen-Grossberg neural networks and Hopfield neural networks with infinite and finite distributed delays. The existence and global stability of periodic solutions of Hopfield neural networks with distributed delays and periodic inputs are achieved by using the ...
Lin Wang
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Stability of Cohen–Grossberg neural networks with time-varying delays
Neural Networks, 2007In this paper, we investigate the existence and stability of the equilibrium point of Cohen-Grossberg neural networks with time-varying delays. Under easily verified conditions, exponential stability is obtained when the delay is finite, while asymptotic stability is obtained when the delay is infinite. Moreover, the stability obtained is robust.
Tingwen Huang, Jinde Cao
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Delay-independent stability analysis of Cohen–Grossberg neural networks
Physics Letters, Section A: General, Atomic and Solid State Physics, 2003zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Tianping Chen, Libin Rong
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Exponential stability of Cohen–Grossberg neural networks
Neural Networks, 2002Exponential stabilities of the Cohen-Grossberg neural network with and without delays are analyzed. By Liapunov functions/functionals, sufficient conditions are obtained for general exponential stability, while by using a comparison result from the theory of monotone dynamical systems, componentwise exponential stability is also discussed.
Lin Wang 0018, Xingfu Zou
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Stability Analysis of Cohen–Grossberg Neural Networks
IEEE Transactions on Neural Networks, 2006Without assuming boundedness and differentiability of the activation functions and any symmetry of interconnections, we employ Lyapunov functions to establish some sufficient conditions ensuring existence, uniqueness, global asymptotic stability, and even global exponential stability of equilibria for the Cohen-Grossberg neural networks with and ...
Shangjiang Guo, Lihong Huang
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Harmless delays in Cohen–Grossberg neural networks
Physica D: Nonlinear Phenomena, 2002zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Wang, Lin, Zou, Xingfu
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Approximation on attraction domain of Cohen–Grossberg neural networks
Applied Mathematics and Computation, 2011The authors study the approximations of attraction domains of asymptotically stable equilibrium points of some typical Cohen-Grossberg neural networks. Numerical experiments are also performed to confirm the theoretical results.
Dequan Jin, Zhili Huang, Jigen Peng
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New Results on Impulsive Cohen–Grossberg Neural Networks
Neural Processing Letters, 2018This paper is concerned with an impulsive Cohen–Grossberg neural networks with mixed delays. Under proper conditions, we studied the existence, the uniqueness and the global exponential stability of asymptotic almost automorphic solutions for the suggested system. Our method was mainly based on the Banach’s fixed point theorem, the generalized Gronwall–
Chaouki Aouiti, Farah Dridi
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Stabilization of delayed Cohen‐Grossberg BAM neural networks
Mathematical Methods in the Applied Sciences, 2017This paper deals with finite‐time stabilization results of delayed Cohen‐Grossberg BAM neural networks under suitable control schemes. We propose a state‐feedback controller together with an adaptive‐feedback controller to stabilize the system of delayed Cohen‐Grossberg BAM neural networks.
Rajivganthi Chinnathambi +2 more
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Exponential stability of Cohen–Grossberg neural networks with delays
Communications in Nonlinear Science and Numerical Simulation, 2008zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Liao, Xiaofeng +2 more
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