Generation of Multi-Lobe Chua Corsage Memristor and Its Neural Oscillation.

Autor: Liu Y; Department of Electrical and Electronic Engineering, Changchun University of Technology, Changchun 130012, China., Li H; Department of Electrical and Electronic Engineering, Changchun University of Technology, Changchun 130012, China., Guo SX; College of Electronic Science and Engineering, Jilin University, Changchun 130012, China., Iu HH; Department of Electrical, Electronic and Computer Engineering, The University of Western Australia, Crawley, WA 6009, Australia.
Jazyk: angličtina
Zdroj: Micromachines [Micromachines (Basel)] 2022 Aug 17; Vol. 13 (8). Date of Electronic Publication: 2022 Aug 17.
DOI: 10.3390/mi13081330
Abstrakt: The Chua corsage memristor (CCM) is considered as one of the candidates for the realization of biological neuron models due to its rich neuromorphic behaviors. In this paper, a universal model for m -lobe CCM memristor is proposed. Moreover, a novel small-signal equivalent circuit with one capacitor is derived based on the proposed model to determine the edge of chaos and obtain the zero-pole diagrams and analyze the frequency response and oscillation mechanism of the m -lobe CCM system, which are discussed in detail. In view of existence of the edge of chaos, the frequency response and the oscillation mechanism of the simplest oscillator is analysed using the proposed model. Finally, the proposed model has exhibited some essential neural oscillation, including the stable limit cycle, supercritical Hopf bifurcation, spiking and bursting oscillation. This study also reveals a previously undiscovered behavior of bursting oscillation in a CCM system.
Databáze: MEDLINE