LMI Approach to Stability Analysis of Cohen-Grossberg Neural Networks with p-Laplace Diffusion

The nonlinear p-Laplace diffusion (p>1) was considered in the Cohen-Grossberg neural network (CGNN), and a new linear matrix inequalities (LMI) criterion is obtained, which ensures the equilibrium of CGNN is stochastically exponentially stable. Note that, if p=2, p-Laplace diffusion is just the c...

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Bibliographic Details
Main Authors: Xiongrui Wang, Ruofeng Rao, Shouming Zhong
Format: Article
Language:English
Published: Wiley 2012-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2012/523812
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