一类具有时滞的模糊神经网络的指数稳定性
摘要
文章利用Lyapunov直接法,讨论了一类非自治模糊神经网络的指数稳定性,给出了此类系统指数稳定的判据,所得结果是新的,并且是已有结果的补充。
出处
《统计与决策》
CSSCI
北大核心
2012年第9期37-39,共3页
Statistics & Decision
参考文献6
-
1T. Yang, L.B. Yang, C.W. Wu, L.O. Chua, Fuzzy Cellular Neural Net-works: Theory[C].Proceedings of IEEE International Workshop on Cellular Neural Networks and Applications,1996.
-
2Kun Yuan, Jinde Cao, Jianming Deng.Exponential Stability and Periodic Solutions of Fuzzy Cellular Neural Networks with Time-varying Delays[J].Neurocomputing,2006,(69).
-
3Shuyun Niu, Haijun Jiang, Zhidong Teng.Exponential Stability and Periodic Solutions of FCNNs with Variable Coefficients and Time-varying Delays[J].Neurocomputing,2008,(71).
-
4E.F. Beckenbath, R. Bellaman.lnequalities[M].Berlin:Springer Verlag, 1965.
-
5Weirui Zhao.Dynamics of Cohen-Grossberg Neural Network with Variable Coefficients and Time-varying Delays[J].Nonlinear Analysis: Real World Applications,2008,(9).
-
6T. Yang, L.B. Yang.The Global Stability of Fuzzy Cellular Neural Net-works[J].IEEE Trans. Circuits Syst. 1,1996,(43).
-
1李晓钟.神经网络与模糊逻辑[J].模糊系统与数学,1990,4(2):53-70. 被引量:4
-
2於东军,王士同.一类模糊神经网络的遗传算法辨识[J].华东船舶工业学院学报,1998,12(4):43-47. 被引量:3
-
3钱莉娜,莫道宏,徐晓琳,王良龙.带有时滞和脉冲的模糊细胞神经网络的全局指数稳定性[J].合肥学院学报(自然科学版),2010,20(4):18-20.
-
4吴凡,侯成敏.分数阶q-对称非自治系统的稳定性[J].延边大学学报(自然科学版),2016,42(3):188-191.
-
5刘锋,王讲书.亚正定阵的两个充分条件及应用[J].大学数学,2007,23(6):102-105.