Synchronization in an array of linearly coupled networks with time-varying delay ☆
Synchronization in an array of linearly coupled networks with time-varying delay ☆
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DOI：
10.1016/j.physa.2005.10.047
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发表时间：
2006-07
影响因子：
3.3
通讯作者：
Weiwei Wang;Jinde Cao
中科院分区：
文献类型：
--
作者：
Weiwei Wang;Jinde Cao
研究了一类线性耦合的变时滞全同连通神经网络系统的动力学行为。基于李雅普诺夫泛函方法和矩阵不等式技术，得到了此类系统同步的充分条件，并利用Matlab工具箱进行了数值验证.最后，通过一个算例验证了所提方法的有效性.
This paper studies the dynamics of a system of linearly coupled identical connected neural networks with time-varying delay. Some sufficient conditions for synchronization of such a system are obtained based on Lyapunov functional method and matrix inequality techniques, which can be checked numerically very efficiently by using the Matlab toolbox. Finally, an example is provided to demonstrate the effectiveness of the proposed results.