Exponential periodic attractor of discrete-time BAM neural networks with transmission delays |
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| Authors: | Zhenkun Huang S Mohamad Yonghui Xia |
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| Institution: | (1) School of Sciences, Jimei University, Xiamen, P.R. China;(2) Department of Mathematics, Faculty of Science, University Brunei Darussalam, Gadong, Brunei Darussalam;(3) Institute of Mathematics, Shanghai Normal University, Shanghai, P.R. China |
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| Abstract: | In this paper, we investigate discrete-time bidirectional associative memory (BAM) neural networks with periodic coefficients
and transmission delays. By using matrix measure, spectral theory, and contraction theory, some sufficient conditions are
attained for the existence of a unique exponential periodic attractor. Finally, computer simulations illustrate the dynamic
behavior of the unique exponential periodic attractor. Moreover, the unique exponential periodic attractor is also given precisely.
The numerical simulation is performed to show our results. |
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