期刊文献+

一类Cohen-Grossberg型BAM脉冲神经网络周期解的存在性和全局指数稳定性 被引量:3

Global Exponential Stability of Periodic Solutions for a Class of Cohen-Grossberg-Type BAM Neural Networks
下载PDF
导出
摘要 利用Lyapunov泛函、不等式方法及Poincare映射,建立了一类具有混合时滞的Cohen-Grossberg型BAM脉冲神经网络周期解的存在性和全局指数稳定性的充分性判据。 Some sufficient conditions for the existence and global exponential stability of periodic solutions for impulsive Cohen-Grossberg-type BAM neural networks with mixed delays were established by using Lyapunov functional method, inequality techniques and Poincare mapping.
出处 《海军航空工程学院学报》 2011年第5期589-595,共7页 Journal of Naval Aeronautical and Astronautical University
基金 海军航空工程学院基础研究基金资助项目(HYJC201116)
关键词 神经网络 时滞 脉冲 周期解 neural networks delay impulse periodic solution
  • 相关文献

参考文献8

  • 1COHEN M, GROSSBERG S. Absolute stability of global pattern formation and parallel memory storage by competitive neural networks[J]. IEEE Transactions on Systems, Mans and Cybernetics, 1983,13(5):815- 826.
  • 2KOSKO B. Bidirectional associative memories[J]. IEEE Transactions on Systems Man and Cybernetics, 1988,18:49-60.
  • 3KOSKO B. Adaptive bi-directional associative memories[J]. Appl. Opt., 1987,26(23):947-4960.
  • 4CAO JINDE, LIANG JINLING. Boundedness and stability for Cohen-Grossberg neural network with time-varying delays[J]. J. Math. Anal. Appl., 2004,296: 665-685.
  • 5CAO JINDE, SONG QIANKUN. Stability in Cohen- Grossberg-type bidirectional associative memory neural networks with time-varying delays[J]. Nonlinearity, 2006,19:1601-1617.
  • 6FENG CHUNGUANG, PLAMONDON R. Stability analysis of bidirectional associative memory networks with time delays[J]. IEEE Trans. Neural Networks, 2003,14:1560-1565.
  • 7LIANG JINLING, CAO JINDE. Exponential stability of continuous-time and discrete-time bi-directional associative memory networks with delays[J]. Chaos, Solitons and Fractals, 2004,22:773-785.
  • 8WU CHUNXUE, SHI BAO. Existence periodic solutions for bam neural and stability of networks with time-varying delays and impulses[C]//ISNN: Part 1 2009:472-481.

同被引文献11

引证文献3

二级引证文献3

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部