Bifurcation and synchronization of ML ring neural network with memristor
Considering that the membrane potential of neurons is affected by electromagnetic radiation to produce induced current and react on neurons,a magnetron memristor is added to the ML neuron model,and an electrical and chemical synaptic coupled ML ring neuron network model with memristors is constructed.Firstly,the influence of the magnetic feedback coefficient of the memristor on the discharge activity of the neural network is analyzed by the bifurcation diagram,and firing of the system is verified by time series diagrams andphase diagrams.Secondly,the correlation number R is introduced to analyze the synchronization of neurons in the neural network,which has certain reference value for the study of neural network cluster discharge activity and synchronization mechanism.
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