Finite-Time Output Synchronization of Undirected and Directed Coupled Neural Networks With Output Coupling
Qing Wang, Jin-Liang Wang
Abstract
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.
Topics & Concepts
Synchronization (alternating current)Artificial neural networkCoupling (piping)Control theory (sociology)Computer scienceTopology (electrical circuits)MathematicsControl (management)Artificial intelligenceEngineeringMechanical engineeringCombinatoricsNeural Networks Stability and SynchronizationAdvanced Memory and Neural ComputingDistributed Control Multi-Agent Systems