Short communication: Improved global robust exponential stability criteria for interval neural networks with time-varying delays
作者： Jin-Liang Shao , Ting-Zhu Huang , Xiao-Ping Wang
DOI: 10.1016/J.ESWA.2011.05.066
关键词:
摘要: In this paper, by developing a new approach based on H-matrix theory, some improved sufficient conditions for global robust exponential stability of interval neural networks with time-varying delays are presented. Theoretic analysis shows that our results improve and generalize previously published ones. Finally, numerical examples given to show the effectiveness obtained results.
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sci-hub.se 参考文章(24)
Roger A Horn, Topics in Matrix Analysis ,(2010)
Vimal Singh, Improved global robust stability criterion for delayed neural networks Chaos Solitons & Fractals. ,vol. 31, pp. 224- 229 ,(2007) , 10.1016/J.CHAOS.2005.09.050
Huaguang Zhang, Zhanshan Wang, Derong Liu, Robust Exponential Stability of Recurrent Neural Networks With Multiple Time-Varying Delays IEEE Transactions on Circuits and Systems Ii-express Briefs. ,vol. 54, pp. 730- 734 ,(2007) , 10.1109/TCSII.2007.896799
Jinde Cao, H.X. Li, Lei Han, Novel results concerning global robust stability of delayed neural networks Nonlinear Analysis-real World Applications. ,vol. 7, pp. 458- 469 ,(2006) , 10.1016/J.NONRWA.2005.03.012
Eylem Yucel, Sabri Arik, Novel results for global robust stability of delayed neural networks Chaos, Solitons & Fractals. ,vol. 39, pp. 1604- 1614 ,(2009) , 10.1016/J.CHAOS.2007.06.052
Tolga Ensari, Sabri Arik, New results for robust stability of dynamical neural networks with discrete time delays Expert Systems With Applications. ,vol. 37, pp. 5925- 5930 ,(2010) , 10.1016/J.ESWA.2010.02.013
Ranchao Wu, Weiwei Zhang, Global exponential stability of delayed reaction-diffusion neural networks with time-varying coefficients Expert Systems With Applications. ,vol. 36, pp. 9834- 9838 ,(2009) , 10.1016/J.ESWA.2009.02.018
Jinde Cao, De-Shuang Huang, Yuzhong Qu, Global robust stability of delayed recurrent neural networks Chaos Solitons & Fractals. ,vol. 23, pp. 221- 229 ,(2004) , 10.1016/J.CHAOS.2004.04.002
Jiye Zhang, Global exponential stability of interval neural networks with variable delays Applied Mathematics Letters. ,vol. 19, pp. 1222- 1227 ,(2006) , 10.1016/J.AML.2006.01.005
Anping Chen, Jinde Cao, Lihong Huang, Global robust stability of interval cellular neural networks with time-varying delays Chaos Solitons & Fractals. ,vol. 23, pp. 787- 799 ,(2005) , 10.1016/J.CHAOS.2004.05.029