n294046SE Academic Article uri icon

abstract

  • 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

  • Neural Computing and Applications

author list (cited authors)

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

publication date

  • January 1, 2014 11:11 AM