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

Huang, Yanli and Hou, Jie and Yang, Erfu (2020) General decay lag anti-synchronization of multi-weighted delayed coupled neural networks with reaction–diffusion terms. Information Sciences, 511. pp. 36-57. ISSN 0020-0255

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    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.