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Existence and globally exponential stability of anti periodic solution for fuzzy BAM neural networks with time delays

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By employing fundamental solution matrix of coefficients and Lyapunov function, we obtain some sufficient conditions on the existence and global exponential stability of anti periodic oscillatory solution for fuzzy bi-directional… Click to show full abstract

By employing fundamental solution matrix of coefficients and Lyapunov function, we obtain some sufficient conditions on the existence and global exponential stability of anti periodic oscillatory solution for fuzzy bi-directional memory neural networks with time delays. These criteria are presented in terms of system parameters and have important leading significance in the design and applications of neural networks. Finally an example illustrates our results are feasible.

Keywords: anti periodic; neural networks; stability anti; solution; exponential stability; solution fuzzy

Journal Title: Journal of Applied Mathematics and Computing
Year Published: 2018

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