Global Stability and Synchronization of Markovian Switching Neural Networks with Stochastic Perturbation and Impulsive Delay Academic Article uri icon


  • 2015, Springer Science+Business Media New York. This paper focuses on the hybrid effects of Markovian switching, stochastic perturbation, and impulsive delay on neural networks. First, some novel generic criteria for Markovian switching neural networks with stochastic perturbation and impulsive delay are derived by establishing an extended Halanay differential inequality on impulsive dynamical systems. Second, our sufficient conditions ensuring synchronization are dependent on coupling and impulsive delay, and show coupling and impulsive effects on the synchronization of neural networks. Finally, simulation results demonstrate the effectiveness of the theoretical results.

published proceedings


author list (cited authors)

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

citation count

  • 22

complete list of authors

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

publication date

  • August 2015