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Exponential Stability of Impulsive Neural Networks with Distributed Delays

机译:分布式延迟脉冲神经网络的指数稳定性

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摘要

In this paper, with assuming global Lipschitz conditions on the activation functions, applying idea of vector Lyapunov function, Young inequality and Halanay differential inequality with delay, the global exponential stability of the equilibrium point for a class of cellular neural networks with distributed delays and large impulses is investigated, the sufficient conditions for globally exponential stability of neural networks are obtained.
机译:在本文中,假设全球Lipschitz条件在激活功能上,应用Vector Lyapunov函数,年轻不等式和Halanay差异不等式,延迟,一类具有分布式延迟的蜂窝神经网络的平衡点的全球指数稳定性研究了脉冲,获得了神经网络的全球指数稳定性的充分条件。

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