Study on neuron firing behavior of improved Hybrid neuron model based on memristor

The highly isospectral abnormal firing of neurons in the central nervous system is the cause of some neuropathy, which is related to the internal magnetic field of neurons. This paper studies the firing behaviors of a modified memristor Hybrid neuron model considering the influence of electromagnetic induction. Firstly, a state equation for the improved Hybrid neuron model with local active memristor autapse is proposed and and its equilibrium points stability is analyzed; Secondly, normal and abnormal firing behaviors of neurons can be simulated by changing the polarity of electromagnetic feedback, external input parameters, thus exploring the inducement of neuropathy, which provides a reference for clinical diagnosis and treatment of neurological diseases. Finally, circuit simulation is implemented in PSIM and Multisim.