Finite-Time Passivity and Synchronization of Coupled Reaction-Diffusion Neural Networks With Multiple Weights. Academic Article

abstract

• In this paper, two multiple weighted coupled reaction-diffusion neural networks (CRDNNs) with and without coupling delays are introduced. On the one hand, some finite-time passivity (FTP) concepts are proposed for the spatially and temporally system with different dimensions of output and input. By choosing appropriate Lyapunov functionals and controllers, several sufficient conditions are presented to ensure the FTP of these CRDNNs. On the other hand, the finite-time synchronization (FTS) problem is also discussed for the multiple weighted CRDNNs with and without coupling delays, respectively. Finally, two numeral examples with simulation results are provided to verify the effectiveness of the obtained FTP and FTS criteria.

authors

• Huang, Tingwen

published proceedings

• IEEE Trans Cybern

author list (cited authors)

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

citation count

• 84

complete list of authors

• Wang, Jin-Liang||Zhang, Xiao-Xiao||Wu, Huai-Ning||Huang, Tingwen||Wang, Qing

publication date

• September 2019

publisher

• Institute of Electrical and Electronics Engineers (IEEE)  Publisher

published in

• IEEE TRANSACTIONS ON CYBERNETICS  Journal

keywords

• Coupled Reaction-diffusion Neural Networks (crdnns)
• Finite-time Passivity (ftp)
• Finite-time Synchronization (fts)
• Multiple Weights

PubMed Central ID

• 30040666

Digital Object Identifier (DOI)

• 10.1109/TCYB.2018.2842437

start page

• 3385

end page

• 3397

volume

• 49

issue

• 9

URL

• http://dx.doi.org/10.1109/tcyb.2018.2842437