Dynamical Analysis of HR-FN Neuron Model Bidirectional Coupled by Locally Active Hyperbolic Memristor and Circuit Implementation

Abstract

In this paper, a locally active hyperbolic memristor is proposed which characteristics are analyzed by numerical analysis. The HR-FN neuron model which bidirectional coupled by locally active hyperbolic memristor is constructed. Theoretical analysis and numerical simulation show that the bidirectional coupled neuron model has multiple stability under the influence of locally active memristor. Finally, the equivalent circuit of bidirectional coupled neural network is designed, and its the numerical analysis is verified by Multisim circuit simulation.