Finite-Time Passivity of Coupled Neural Networks with Multiple Weights Academic Article uri icon

abstract

  • © 2013 IEEE. This paper respectively studies finite-time passivity of multi-weighted coupled neural networks (MWCNNs) with and without coupling delays. First, based on those existing passivity definitions, several new concepts about finite-time passivity are presented. By exploiting these definitions of finite-time passivity and designing appropriate controllers, we investigate the passivity of MWCNNs with and without coupling delays. In addition, some sufficient conditions to guarantee finite-time synchronization of MWCNNs with constant and delayed couplings are obtained under the condition that the MWCNNs is finite-time passive. Finally, two examples are also given to verify the proposed finite-time passivity and synchronization criteria.

author list (cited authors)

  • Wang, J., Xu, M., Wu, H., & Huang, T.

citation count

  • 44

publication date

  • August 2018