Finite-Time Passivity of Adaptive Coupled Neural Networks With Undirected and Directed Topologies Academic Article uri icon

abstract

  • In this paper, the finite-time passivity (FTP) problem for two classes of coupled neural networks (CNNs) with adaptive coupling weights is discussed. By selecting appropriate adaptive laws and controllers, several FTP conditions are given for CNNs with undirected and directed topologies. Furthermore, some finite-time synchronization conditions are also established by employing the FTP of the CNNs. At last, two numeral examples are used to check the correctness of the obtained criteria.

author list (cited authors)

  • Wang, J., Zhang, X., Wu, H., Huang, T., & Wang, Q.

citation count

  • 25

publication date

  • December 2018