期刊文献+

小世界联接对神经网络稳定性的影响 被引量:4

Effects of Small World Connection on the Stability of a Neural Network
下载PDF
导出
摘要 研究一个具有小世界联接的时滞神经元网络.基于Lyapunov稳定性方法,分析了此系统平衡点的渐近稳定性,给出了与时滞相关的系统全局稳定性准则,并讨论了小世界联接强度对系统全局稳定性的影响. We made a detailed analysis on the dynamics of a time delay network with small world connection.On the basis of Lyapunov stability approach, we investigated the stability of the system firstly and presented a delay-dependent criteria ensuring global stability. We further analyzed the effects of small world connection strength on systemic global stability.
出处 《吉林大学学报(理学版)》 CAS CSCD 北大核心 2008年第5期873-876,共4页 Journal of Jilin University:Science Edition
基金 国家自然科学基金(批准号:1050101760673023)
关键词 小世界 环形神经网络 时滞 全局稳定性 small world ring neural network time delay global stability
  • 相关文献

参考文献7

  • 1Boccaletti S, Latora V, Moreno Y, et al. Complex Networks : Structure and Dynamics [ J ]. Physics Report, 2006, 424 : 175-308.
  • 2Watts D J, Strogatz S H. Collective Dynamics of Small-world Networks [ J]. Nature, 1998, 393: 440-442.
  • 3Latora V, Marchiori M. Efficient Behavior of Small-world Networks [J]. Physics Review Letter, 2001, 87: 198701.
  • 4Plois G A. Stability Is Woven by Complex Webs [J]. Nature, 1998, 395: 744-745.
  • 5McCann K, Hastings A, Huxel G R. Weak Tropic Interactions and the Balance of Nature [ J]. Nature, 1998, 395: 794-798.
  • 6Berlow E L. Strong Effects of Weak Interactions in Ecological Communities [ J]. Nature, 1999, 398: 330-334.
  • 7Latora V, Marchiori M. Economic Small-world Behavior in Weighted Networks [ J ]. European Physical Journal B, 2003, 32: 249-263.

同被引文献15

引证文献4

二级引证文献6

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