Exponential stabilization and synchronization for fuzzy model of memristive neural networks by periodically intermittent control
作者： Shiju Yang , Chuandong Li , Tingwen Huang
DOI: 10.1016/J.NEUNET.2015.12.003
关键词:
摘要: The problem of exponential stabilization and synchronization for fuzzy model memristive neural networks (MNNs) is investigated by using periodically intermittent control in this paper. Based on the knowledge memristor recurrent network, MNNs formulated. Some novel useful criteria conditions are then derived Lyapunov functional differential inequality techniques. It worth noting that methods used paper also applied to complex general networks. Numerical simulations provided verify effectiveness theoretical results.
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sci-hub.se 参考文章(54)
Chao Liu, Chuandong Li, Chaojie Li, Qi Han, Qun Zhang, Reachability and controllability of linear switched impulsive systems IET Control Theory & Applications. ,vol. 7, pp. 1294- 1299 ,(2013) , 10.1049/IET-CTA.2013.0049
Drumi Bainov, Pavel Simeonov, Integral Inequalities and Applications ,(1992)
Tao Yang, Impulsive Control Theory ,(2001)
A. Chandrasekar, R. Rakkiyappan, Jinde Cao, Impulsive synchronization of Markovian jumping randomly coupled neural networks with partly unknown transition probabilities via multiple integral approach Neural Networks. ,vol. 70, pp. 27- 38 ,(2015) , 10.1016/J.NEUNET.2015.07.002
A. Chandrasekar, R. Rakkiyappan, Impulsive controller design for exponential synchronization of delayed stochastic memristor-based recurrent neural networks Neurocomputing. ,vol. 173, pp. 1348- 1355 ,(2016) , 10.1016/J.NEUCOM.2015.08.088
Ivanka Stamova, Trayan Stamov, Xiaodi Li, Global exponential stability of a class of impulsive cellular neural networks with supremums International Journal of Adaptive Control and Signal Processing. ,vol. 28, pp. 1227- 1239 ,(2014) , 10.1002/ACS.2440
SP Wen, ZG Zeng, TW Huang, CJ Li, None, Passivity and passification of stochastic impulsive memristor‐based piecewise linear system with mixed delays International Journal of Robust and Nonlinear Control. ,vol. 25, pp. 610- 624 ,(2015) , 10.1002/RNC.3112
Shaojiang Deng, Di Xiao, Comment on “Exponential stabilization of chaotic systems with delay by periodically intermittent control” [Chaos 17, 013103 (2007)] Chaos: An Interdisciplinary Journal of Nonlinear Science. ,vol. 18, pp. 018101- ,(2008) , 10.1063/1.2896089
Xiaodi Li, R. Rakkiyappan, Stability results for Takagi–Sugeno fuzzy uncertain BAM neural networks with time delays in the leakage term Neural Computing and Applications. ,vol. 22, pp. 203- 219 ,(2013) , 10.1007/S00521-012-0839-Z
Guodong Zhang, Yi Shen, Exponential Stabilization of Memristor-based Chaotic Neural Networks with Time-Varying Delays via Intermittent Control IEEE Transactions on Neural Networks. ,vol. 26, pp. 1431- 1441 ,(2015) , 10.1109/TNNLS.2014.2345125