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ISSN: 2333-9721
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Estimation of attraction domain and exponential convergence rate for high order Hopfield type neural networks
高阶Hopfield型神经网络的吸引域和指数收敛速度的估计

Keywords: High order neural networks,Attraction domain,Exponential convergence rate
高阶Hopfield型神经网络
,吸引域,指数收敛速度,估计

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Abstract:

In this paper, the locally exponential stability of equilibrium point for a class of high order Hopfield type neural networks is studied by means of Lyapunov function. Some results about estimation of the attraction domain and exponential convergence rate of the network trajectories to equilibrium point of such networks are obtained.

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