时滞细胞神经网络的全局渐近稳定性

Global asymptotic stability of delayed cellular neural networks.

作者信息

Zhang Huaguang, Wang Zhanshan

出版信息

IEEE Trans Neural Netw. 2007 May;18(3):947-50. doi: 10.1109/tnn.2007.891628.

DOI:10.1109/tnn.2007.891628

Abstract

A new criterion for the global asymptotic stability of the equilibrium point of cellular neural networks with multiple time delays is presented. The obtained result possesses the structure of a linear matrix inequality and can be solved efficiently using the recently developed interior-point algorithm. A numerical example is used to show the effectiveness of the obtained result.

摘要

提出了一种具有多个时滞的细胞神经网络平衡点全局渐近稳定性的新判据。所得结果具有线性矩阵不等式的结构，并且可以使用最近开发的内点算法有效地求解。通过一个数值例子说明了所得结果的有效性。