New results on stability analysis of neural networks with time-varying delays

作者: Changchun Hua , Chengnian Long , Xinping Guan

DOI: 10.1016/J.PHYSLETA.2005.12.005

关键词:

摘要: In this Letter the time delay dependent stability problem is investigated for a class of time delay neural networks. By constructing novel Lyapunov Krasovskii functional, we propose the …

参考文章(15)
Jie Chen, Vladimir Kharitonov, Kequin Gu, Stability of Time-Delay Systems ,(2003)
Jiye Zhang, Xuesong Jin, Global stability analysis in delayed Hopfield neural network models Neural Networks. ,vol. 13, pp. 745- 753 ,(2000) , 10.1016/S0893-6080(00)00050-2
Morris W. Hirsch, Convergent activation dynamics in continuous time networks Neural Networks. ,vol. 2, pp. 331- 349 ,(1989) , 10.1016/0893-6080(89)90018-X
Qiang Zhang, Xiaopeng Wei, Jin Xu, An analysis on the global asymptotic stability for neural networks with variable delays Physics Letters A. ,vol. 328, pp. 163- 169 ,(2004) , 10.1016/J.PHYSLETA.2004.06.028
Jinde Cao, Jun Wang, Global asymptotic stability of a general class of recurrent neural networks with time-varying delays IEEE Transactions on Circuits and Systems I-regular Papers. ,vol. 50, pp. 34- 44 ,(2003) , 10.1109/TCSI.2002.807494
He Huang, Jinde Cao, Jun Wang, Global exponential stability and periodic solutions of recurrent neural networks with delays Physics Letters A. ,vol. 298, pp. 393- 404 ,(2002) , 10.1016/S0375-9601(02)00537-6
D.G. Kelly, Stability in contractive nonlinear neural networks IEEE Transactions on Biomedical Engineering. ,vol. 37, pp. 231- 242 ,(1990) , 10.1109/10.52325