Globally Exponential Synchronization of Coupled Cellular Neural Networks

机译：耦合细胞神经网络的全局指数同步

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This paper addresses the synchronization problem of coupled chaotic cellular neural networks with delays. A state-feedback scheme is derived to achieve the state synchronization of two identical chaotic neural networks. Based on the Lyapunov stability method and the Halanay inequality lemma, a delay independent sufficient exponential synchronization condition is derived and relies on the suitable designed coupling matrix in the response networks. Furthermore, one synchronization example of the chaotic cellular neural networks with delays is also given to demonstrate the effectiveness of the presented synchronization scheme.

机译：本文讨论了具有时滞的耦合混沌细胞神经网络的同步问题。导出状态反馈方案以实现两个相同的混沌神经网络的状态同步。基于Lyapunov稳定性方法和Halanay不等式引理，推导了独立于延迟的充分指数同步条件，并依赖于响应网络中合适的设计耦合矩阵。此外，还给出了具有时延的混沌细胞神经网络的一个同步示例，以证明所提出的同步方案的有效性。

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《International Conference on Cybernetics and Information Technologies, Systems and Applications(CITSA2004) and 10th International Conference on Information Systems Analysis and Synthesis(ISAS2004) vol.3》|2004年|38-42|共5页
会议地点 OrlandoFL(US)
作者
Chao-Jung Cheng; Teh-Lu Liao; Chi-Chuan Hwang;
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作者单位

Department of Engineering Science, National Cheng Kung University Tainan, 701 Taiwan, R.O.C;

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会议组织
原文格式 PDF
正文语种 eng
中图分类通信;
关键词
chaos; halanay inequality; exponential synchronization; cellular neural networks; lyapunov stability;

机译：混沌;哈拉奈不平等指数同步细胞神经网络利亚普诺夫稳定性;

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1. Comment on: "Globally exponential synchronization in array of asymmetric coupled neural networks" - [Phys. Lett. A 369 (2007) 444] [J] . Li Z, Lee JJ Physics Letters, A . 2008,第10期

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2. Globally exponential synchronization in an array of asymmetric coupled neural networks [J] . Lu JQ, Ho DWC, Liu M Physics Letters, A . 2007,第5a6期

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3. Global exponential synchronization of delayed fuzzy cellular neural networks with discontinuous activations [J] . Duan Lian, Fang Xianwen, Fu Yujie International journal of machine learning and cybernetics . 2019,第3期

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4. Globally Exponential Synchronization of Coupled Cellular Neural Networks [C] . Chao-Jung Cheng, Teh-Lu Liao, Chi-Chuan Hwang International Conference on Cybernetics and Information Technologies, Systems and Applications(CITSA2004) and 10th International Conference on Information Systems Analysis and Synthesis(ISAS2004) vol.3 . 2004

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Globally Exponential Synchronization of Coupled Cellular Neural Networks

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