Dynamical behaviors of fuzzy cellular neural networks with discrete time delays |
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| Authors: | Qianhong Zhang Lihui Yang |
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| Institution: | 1.Guizhou Key Laboratory of Economics System Simulation,Guizhou College of Finance and Economics,Guizhou,People’s Republic of China;2.Basic Science Department,Hunan Institute of Technology,Hunan,People’s Republic of China;3.Department of Mathematics,Hunan City University,Hunan,People’s Republic of China |
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| Abstract: | This paper is concerned with the dynamical behavior of fuzzy cellular neural networks with discrete time delays. By constructing
proper Lyapunov functional, applying inequality technique and the homeomorphism theory, some new sufficient conditions checking
the existence, uniqueness of the equilibrium point and its global exponential stability are obtained for fuzzy cellular neural
networks. The results of this paper are new and they complement previously known results, Moreover an example is given to
show the effectiveness of the obtained results. |
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