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| 论文编号: |
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| 第一作者所在部门: |
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| 中文论文题目: |
Pinning synchronization of memristor-based neural networks with time-varying delays
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| 英文论文题目: |
Pinning synchronization of memristor-based neural networks with time-varying delays
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| 论文题目英文: |
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| 作者: |
Yang, Zhanyu
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| 论文出处: |
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| 刊物名称: |
NEURAL NETWORKS
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| 年: |
2017
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| 卷: |
93 |
| 期: |
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| 页: |
143-151 |
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| 影响因子: |
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| 摘要: |
In this paper, the synchronization of memristor-based neural networks with time-varying delays via pinning control is investigated. A novel pinning method is introduced to synchronize two memristor-based neural networks which denote drive system and response system, respectively. The dynamics are studied by theories of differential inclusions and nonsmooth analysis. In addition, some sufficient conditions are derived to guarantee asymptotic synchronization and exponential synchronization of memristor-based neural networks via the presented pinning control. Furthermore, some improvements about the proposed control method are also discussed in this paper. Finally, the effectiveness of the obtained results is demonstrated by numerical simulations. (C) 2017 Elsevier Ltd. All rights reserved. |
| 英文摘要: |
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