New results of global robust exponential stability of neural networks with delays. (English) Zbl 1196.34098

Zhao, Weirui; Zhu, Qing

Nonlinear Anal., Real World Appl. 11, No. 2, 1190-1197 (2010).

By homeomorphism techniques and Lyapunov functions, sufficient conditions for the existence, uniqueness and global rust exponential stability of interval neural networks with delays are presented. The obtained results improve and generalize some known results.

Reviewer: Chuanzhi Bai (Huaian)

MSC:

34K20	Stability theory of functional-differential equations
92B20	Neural networks for/in biological studies, artificial life and related topics

Keywords:

neural networks; global robust stability; delays

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