Synchronizations of Four van der Pol Oscillators with Linear Memristor Coupling as Ring Structure

In this study, we proposed four van der Pol oscillators coupled in a ring structure using linear memristors. It was found that this network exhibits various stable states depending on the initial values of the oscillators and memristor parameters, and that the synchronous state and spatiotemporal patterns change because of the linear memristors. These results suggest the potential for using memristors in the physical implementation of brain-inspired networks that mimic the mechanisms of the human brain, such as in physical reservoir computing and brain-inspired computing.

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Publication Details

Journal
Journal of Signal Processing
Published
2026-06-30
DOI
https://doi.org/10.2299/jsp.30.93
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.00

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article

Synchronizations of Four van der Pol Oscillators with Linear Memristor Coupling as Ring Structure

Yoshifumi Nishio, Yoko Uwate, Taishi Segawa, Keizo Kubota
Journal of Signal Processing
Advanced Memory and Neural Computing
article

Synchronizations of Four van der Pol Oscillators with Linear Memristor Coupling as Ring Structure

Yoshifumi Nishio, Yoko Uwate, Taishi Segawa, Keizo Kubota
article en

Abstract

In this study, we proposed four van der Pol oscillators coupled in a ring structure using linear memristors. It was found that this network exhibits various stable states depending on the initial values of the oscillators and memristor parameters, and that the synchronous state and spatiotemporal patterns change because of the linear memristors. These results suggest the potential for using memristors in the physical implementation of brain-inspired networks that mimic the mechanisms of the human brain, such as in physical reservoir computing and brain-inspired computing.

Journal of Signal ProcessingVol. 30(4)
Tokushima University (JP)
Japan Society for the Promotion of Science
Affordable and clean energy
Openalex Percentile: Top 12%
Advanced Memory and Neural Computing
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