Finite-Time Passivity of Adaptive Coupled Neural Networks With Undirected and Directed Topologies
Jin-Liang Wang, Xiaoxiao Zhang, Huai‐Ning Wu, Tingwen Huang, Qing Wang · IEEE Transactions on Cybernetics · 2018
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.