COUPLED NEURAL NETWORK BOUNDED CLUSTER PROJECTION SYNCHRONIZATION ADJUSTMENT CONTROL METHOD AND SYSTEM

• Main Authors: JI, Zhicheng, JIANG, Chenhui, WANG, Yan, TANG, Ze
• Format: Patent
• Language: Chinese; English; French
• Published: 27.10.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

The present invention relates to a coupled neural network bounded cluster projection synchronization adjustment control method and system. The present invention comprises establishing a coupled neural network having a plurality of clusters having non-linear, non-constant and hybrid time-varying delay, and setting a target neural network for each cluster; establishing, according to the coupled neural network, an error-coupled neural network with the target neural networks; designing a pinning pulse feedback controller according to an error-coupled neural network model, and selecting a corresponding function on the basis of the pinning pulse feedback controller, so as to achieve bounded cluster projection synchronization between the neural network in each cluster and the target neural networks; and verifying the bounded cluster projection synchronization effect between the target neural networks and the coupled neural network by constructing a network model and performing numerical simulation by using the netwo