Neural network pulse synchronization method and system containing clustering topology coupling
A technology of coupling neural network and neural network, applied in the field of neural network pulse synchronization method and system, can solve the problems of high cost and high conservatism, and achieve the effect of saving control cost, high compatibility and reducing conservatism
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Embodiment 1
[0028] Such as figure 1 As shown, the present embodiment provides a neural network pulse synchronization method with cluster topology coupling, including the following steps: Step S1: establishing an isolated neural network model with random disturbance and a derivative coupled neural network model with multiple clusters; Step S2: Establish an error network model according to the isolated neural network model and the derivative coupled neural network model, and design a pulse pinning controller according to the error neural network model topology and pulse signal; Step S3: Select according to the error network model Corresponding functions, combined with the pulse pinning controller to realize the clustering synchronization between the derivative coupling neural network model and the isolated neural network model; Step S4: build the neural network model and use the neural network model to carry out numerical simulation, verify the The effect of cluster synchronization between ...
Embodiment 2
[0111] Based on the same inventive concept, this embodiment provides a neural network pulse synchronization system with cluster topological coupling. The principle of solving the problem is similar to the neural network pulse synchronization method with cluster topological coupling, and the repetition is no longer repeat.
[0112] This embodiment provides a neural network pulse synchronization system containing cluster topology coupling, including:
[0113] Building blocks for building isolated neural network models with random perturbations and derivative coupled neural network models with multiple clusters;
[0114] A setting module is used to establish an error network model according to the isolated neural network model and the derivative coupled neural network model, and design a pulse pinning controller according to the topology of the error neural network model and the pulse signal;
[0115] A clustering synchronization module, configured to select a corresponding func...
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