全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

含时滞和脉冲的双向联想记忆神经网络模型的全局鲁棒一致渐近稳定性分析

, PP. 177-184

Keywords: 时滞,脉冲,双向联想记忆神经网络模型,全局鲁棒一致渐近稳定性

Full-Text   Cite this paper   Add to My Lib

Abstract:

讨论了一类含时滞和脉冲的双向联想记忆神经网络模型的鲁棒渐近稳定性.通过构造恰当的Lyapunov泛函和使用线性矩阵不等式技巧,获得了该模型全局鲁棒一致渐近稳定的充分条件.通过2个例子说明了结论的有效性.

References

[1]  Chen A, Cao J, Hua L. Exponential stability of BAM neural networks with transmission delays\[J\]. Neurocomputing,2004,57:435-454.
[2]  Yang D, Liao X, Hu C, et al. New delays-dependent exponential stability criteria of BAM neural networks with de lays\[J\]. Mathematics and Computers in Simulation,2009,79:1679-1697.
[3]  Park H, Kwon O. On improved delay-depen dent criterion for global stability of bidirectional ass ociative memory neural networks with time-varying delays\[J\]. Appl Math Comput,2008,199:435-446.
[4]  Zhao H. Global stability of bidirectional associative memory neural networks with distributed delays\[J\]. Chem Phys Lett,2002,30:519-524.
[5]  Zhang J, Yang Y. Global stability analysis of bidirectional associative memory neural networks with time delay\[J\]. Circuit Theory Appl,2001,29:185-196.
[6]  Arik S. Global asymptotic stability analysis of bidirectional associative memory neural networks with time delays\[J\]. Neural Networks,2005,16(3):580-586.
[7]  Arik S, Tavsanoglu V. Global asymptotic stability analysis of bidirectional associative memory neural networks with constant time delays\[J\]. Neurocomputing,2005,68:161-176.
[8]  Liao X, Yu J, Chen G. Novel stability criteria for bidirectional associative memory neural networks with time delays\[J\]. Circuit Theory Appl,2002,30:519-546.
[9]  Zhou Q. Global exponential stability of BAM neural networks with distributed delays and impulses\[J\]. Nonlinear Anal:RWA,2009,10(1):144-153.
[10]  Zhou Q, Wan L. Impulsive effects on stability of Cohen-Grossberg-type bidirectional associative memory neural networks with delays\[J\]. Nonlinear Anal:RWA,2009,10:2531.
[11]  Bai C. Stability analysis of Cohen-Grossberg BAM neural networks with delays and impulses\[J\]. Chaos, Solitons & Fractals,2008,35:263-267.
[12]  Cao J. Global asymptotic stability of delayed bi-directional associative memory neural net works\[J\]. Appl Math Comput,2003,142:333-339.
[13]  Zhang Z Q, Yang Y. Global exponential stability of interval general BAM neural networks with reactiondiffusion terms and multiple time-varying delays\[J\]. Neural Networks,2011,24:457-465.
[14]  Li X D, Fu X L. Global asymptotic stability of stochastic Cohen-Gross-type BAM neural networks with mixed delays: An LMI approach\[J\]. J Comput Appl Math,2011,235:3385-3394.
[15]  Wu R C. Exponential convergence of BAM neural networks with time-varying coefficients and distributed delays\[J\]. Nonlinear Anal:RWA,2010,11:562-573.
[16]  Raja R, Marshal S. Global exponential stability of BAM neural networks with time-varying delays: The discrete-time case\[J\]. Commun Nonlinear Sci Num Simulat,2011,16:613-622.
[17]  Samidurai R, Sakthivel R. Global asymptotic stability of BAM neural networks with mixed delays and imlulses\[J\]. Appl Math Comput,2009,212:113-119.
[18]  Vidhy C. Global asymptotic stability of stochastic BAM neural networks with distributed delays and reaction-diffusion terms\[J\]. J Comput Appl Math,2010,234:3458-3466.
[19]  Li C D, Liao X F, Chen Y. On Robust stability of BAM neural networks with constant delays\[C\]//Lecture Notes in Computer Science. Berlin Heidelberg:Springer-Verlag,2004,3173(1):102-107.
[20]  Cao J, Huang X. LMI-based criteria for global robust stability of bidirectional associative memory neural networks with time delay\[J\]. Nonlinear Anal,2007,66(7):1558-1572.
[21]  Senan S, Arik S. Global robust stability of bidirectional associative memory neural networks with multiple time delays\[J\]. IEEE Trans Syst Man Cybernet,2007,37(5):1375-1381.
[22]  Senan S, Arik S. New results for global robust stability of bidirectional associative memory neural networks with multiple time delays\[J\]. Chaos, Solitons & Fractals,2009,41(4):2106-2114.
[23]  Lou X, Cui B. On the global robust asymptotic stability of BAM neural networks with time-varying delays\[J\]. Neurocomputiong,2006,70(1/2/3):273-279.
[24]  Cao J. Novel results concerning global robust stability of delayed neural networks\[J\]. Nonlinear Anal:RWA,2007,7:458-469.
[25]  Luo Z, Luo Y. Asymptotic stability for impulsive functional differential equations\[J\]. Appl Math Mech,2009,30(10):1317-1324.
[26]  Zhou Q H, Li W. Global robust asymptotic stability analysis of BAM neural networks with time delays and impulses: An LMI approach\[J\]. Appl Math Comput,2010,216:1538-1545.

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133