Global robust stability of neural networks with time varying delays

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摘要

In this paper, we study the global robust stability of neural networks with time varying delays using the Lyapunov functional method and matrix inequality technique. Several sufficient conditions are presented to show the existence of equilibrium and global robust stability of neural networks, which is easy to apply. Then we give a simulation to justify the obtained results.

论文关键词：37C75,37C25,37C20,Global robust stability,Time varying delay,Matrix inequality,Lyapunov functional

论文评审过程：Received 18 February 2006, Revised 23 August 2006, Available online 27 September 2006.

论文官网地址：https://doi.org/10.1016/j.cam.2006.08.017