General decay lag anti-synchronization of multi-weighted delayed coupled neural networks with reaction–diffusion terms

Yanli Huang, Jie Hou, Erfu Yang

Research output: Contribution to journalArticlepeer-review

2 Citations (Scopus)
1 Downloads (Pure)

Abstract

We propose a new anti-synchronization concept, called general decay lag anti-synchronization, by combining the definitions of decay synchronization and lag synchronization. Novel criteria for the decay lag anti-synchronization of multi-weighted delayed coupled reaction–diffusion neural networks (MWDCRDNNs) with and without bounded distributed delays are derived by constructing an appropriate nonlinear controller and using the Lyapunov functional method. Moreover, the robust decay lag anti-synchronization of MWDCRDNNs with and without bounded distributed delays is considered. Finally, two numerical simulations are performed to validate the obtained results.

Original languageEnglish
Pages (from-to)36-57
Number of pages22
JournalInformation Sciences
Volume511
Early online date23 Sep 2019
DOIs
Publication statusPublished - 29 Feb 2020

Keywords

  • bounded distributed delays
  • coupled reaction–diffusion neural networks
  • general decay lag anti-synchronization
  • multi-weights

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