Existence and exponential stability of almost‐periodic solutions for neutral BAM neural networks with time‐varying delays in leakage terms on time scales |
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| Authors: | Jin Gao Qiru Wang Yuan Lin |
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| Institution: | 1. School of Mathematics and Computational Science, Sun Yat‐sen University, Guangzhou, China;2. School of Computer Science, Shenzhen Institute of Information Technology, Shenzhen, China;3. Department of Public Courses, Shenzhen Institute of Information Technology, Shenzhen, China |
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| Abstract: | This paper is concerned with neutral bidirectional associative memory neural networks with time‐varying delays in leakage terms on time scales. Some sufficient conditions on the existence, uniqueness, and global exponential stability of almost‐periodic solutions are established. An example is presented to illustrate the feasibility and effectiveness of the obtained results. Copyright © 2015 John Wiley & Sons, Ltd. |
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| Keywords: | neutral BAM neural networks on time scales time‐varying delays in leakage terms almost‐periodic solutions global exponential stability |
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