Global exponential synchronization for coupled switched delayed recurrent neural networks with stochastic perturbation and impulsive effects Academic Article uri icon


  • 2014, Springer-Verlag London. This paper focuses on the hybrid effects of stochastic perturbation, system switching, state delays and impulses on neural networks. Based on the Lyapunov functional method, switching analysis techniques, the comparison principle and a new impulsive delay differential inequality, we derive some sufficient conditions which depend on delay and impulses to guarantee the exponential synchronization of the coupling delay switching recurrent neural networks with stochastic perturbation. Simulation results finally demonstrate the effectiveness of the theoretical results.

published proceedings


author list (cited authors)

  • Zhang, W., Li, C., Huang, T., & Qi, J.

citation count

  • 20

complete list of authors

  • Zhang, Wei||Li, Chuandong||Huang, Tingwen||Qi, Jiangtao

publication date

  • November 2014