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

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...

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Autores principales: Liu, Yue, Li, Hui, Guo, Shu-Xu, Iu, Herbert Ho-Ching
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414626/
https://www.ncbi.nlm.nih.gov/pubmed/36014252
http://dx.doi.org/10.3390/mi13081330
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author Liu, Yue
Li, Hui
Guo, Shu-Xu
Iu, Herbert Ho-Ching
author_facet Liu, Yue
Li, Hui
Guo, Shu-Xu
Iu, Herbert Ho-Ching
author_sort Liu, Yue
collection PubMed
description 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.
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spelling pubmed-94146262022-08-27 Generation of Multi-Lobe Chua Corsage Memristor and Its Neural Oscillation Liu, Yue Li, Hui Guo, Shu-Xu Iu, Herbert Ho-Ching Micromachines (Basel) Article 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. MDPI 2022-08-17 /pmc/articles/PMC9414626/ /pubmed/36014252 http://dx.doi.org/10.3390/mi13081330 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Yue
Li, Hui
Guo, Shu-Xu
Iu, Herbert Ho-Ching
Generation of Multi-Lobe Chua Corsage Memristor and Its Neural Oscillation
title Generation of Multi-Lobe Chua Corsage Memristor and Its Neural Oscillation
title_full Generation of Multi-Lobe Chua Corsage Memristor and Its Neural Oscillation
title_fullStr Generation of Multi-Lobe Chua Corsage Memristor and Its Neural Oscillation
title_full_unstemmed Generation of Multi-Lobe Chua Corsage Memristor and Its Neural Oscillation
title_short Generation of Multi-Lobe Chua Corsage Memristor and Its Neural Oscillation
title_sort generation of multi-lobe chua corsage memristor and its neural oscillation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414626/
https://www.ncbi.nlm.nih.gov/pubmed/36014252
http://dx.doi.org/10.3390/mi13081330
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