Exponential synchronization of chaotic neural networks: a matrix measure approach

被引:0
作者
Wangli He
Jinde Cao
机构
[1] Southeast University,Department of Mathematics
来源
Nonlinear Dynamics | 2009年 / 55卷
关键词
Matrix measure; Neural network; Exponential synchronization;
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学科分类号
摘要
Based on matrix measure and Halanay inequality, exponential synchronization of a class of chaotic neural networks with time-varying delays is investigated. Without constructing Lyapunov function, some simple but generic criteria for exponential synchronization of chaotic neural networks are derived. It is shown that the obtained results are easy to verify and simple to implement in practice. Two examples are given to illustrate the effectiveness of the presented synchronization scheme.
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页码:55 / 65
页数:10
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共 57 条
[1]  
Pecora L.M.(1990)Synchronization in chaotic systems Phys. Rev. Lett. 64 821-823
[2]  
Carrol T.L.(2006)Generalized synchronization for delayed chaotic neural networks: a novel coupling scheme Nonlinearity 19 2797-2811
[3]  
Huang X.(2005)Exponential synchronization of a class of chaotic neural networks Chaos Solitons Fractals 24 197-206
[4]  
Cao J.(2006)Synchronization of chaotic neural networks via output or state coupling Chaos Solitons Fractals 30 166-176
[5]  
Cheng C.J.(2006)Observer-based control design for three well-known chaotic systems Chaos Solitons Fractals 29 381-392
[6]  
Liao T.L.(2002)Parameters identification and synchronization of chaotic systems based upon adaptive control Phys. Lett. A 299 353-358
[7]  
Hwang C.C.(2007)Adaptive synchronization and lag synchronization of uncertain dynamical system with time delay based on parameter identification Physica A 375 467-482
[8]  
Lu H.(2005)Adaptive synchronization of uncertain chaotic colpitts oscillators based on parameter identification Phys. Lett. A 339 304-315
[9]  
van Leeuwen C.(1997)Impulsive stabilization for control and synchronization of chaotic systems: theory and application to secure communication IEEE Trans. Circuits Syst. I 44 976-988
[10]  
Mahboobi S.H.(2004)Impulsive control and synchronization of unified chaotic system Chaos Solitons Fractals 20 751-758