分数阶Hopfield型神经网络的全局渐近稳定性

Global Asymptotically Stability of Fractional-Order Hopfield Neural Networks

摘要:

研究了分数阶 Hopfield型神经网络的全局渐近稳定性,通过 LMI方法得到了一种实现系统全局渐近稳定 性的 LMI形式条件,通过实例仿真验证了结论的正确性。

Abstract:

In this paper, the global asymptotically stability of fractional-order hop.eld neural networks was investigated,and a sufficient condition was given by using LMI approach. At last, a numerical example and corresponding numericalsimulation were presented to demonstrate the effectiveness of the result.