Stability of Hopfield neural networks with time delays and variable-time impulses Academic Article uri icon


  • The stability of Hopfield neural networks with fixed-time impulses has been intensively investigated in recent years. However, few existing publications addressed the stability of delayed neural networks with variable-time impulses. In this paper, we consider the case of variable-time impulses and attempt to establish the general stability criteria. It shows that the proposed results can also be applied to the case of fixed-time impulses, which provide a new stability condition for the case of fixed-time impulses. To illustrate the effectiveness of our theoretical results, numerical examples and simulations are also presented. 2011 Springer-Verlag London Limited.

published proceedings


author list (cited authors)

  • Liu, C., Li, C., Huang, T., & Li, C.

citation count

  • 13

complete list of authors

  • Liu, Chao||Li, Chuandong||Huang, Tingwen||Li, Chaojie

publication date

  • January 2013