Finite-Time Output Synchronization of Undirected and Directed Coupled Neural Networks With Output Coupling
Qing Wang, Jin-Liang Wang · IEEE Transactions on Neural Networks and Learning Systems · 2020
This article focuses on the finite-time output synchronization problem for undirected and directed coupled neural networks with output coupling (CNNOC). Based on the designed state feedback controllers and some inequality techniques, we present several finite-time output synchronization criteria for these network models. In addition, two kinds of coupling-weight adjustment strategies are also developed to guarantee the finite-time output synchronization of undirected and directed CNNOC. Finally, two numerical examples are also provided to demonstrate the effectiveness of the theoretical results.