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Electromagnetic Interference Effects of Continuous Waves on Memristors: A Simulation Study

As two-terminal passive fundamental circuit elements with memory characteristics, memristors are promising devices for applications such as neuromorphic systems, in-memory computing, and tunable RF/microwave circuits. The increasingly complex electromagnetic interference (EMI) environment threatens...

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Autores principales: Ma, Guilei, Man, Menghua, Zhang, Yongqiang, Liu, Shanghe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9370971/
https://www.ncbi.nlm.nih.gov/pubmed/35957342
http://dx.doi.org/10.3390/s22155785
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author Ma, Guilei
Man, Menghua
Zhang, Yongqiang
Liu, Shanghe
author_facet Ma, Guilei
Man, Menghua
Zhang, Yongqiang
Liu, Shanghe
author_sort Ma, Guilei
collection PubMed
description As two-terminal passive fundamental circuit elements with memory characteristics, memristors are promising devices for applications such as neuromorphic systems, in-memory computing, and tunable RF/microwave circuits. The increasingly complex electromagnetic interference (EMI) environment threatens the reliability of memristor systems. However, various EMI signals’ effects on memristors are still unclear. This paper selects continuous waves (CWs) as EMI signals. It provides a deeper insight into the interference effect of CWs on the memristor driven by a sinusoidal excitation voltage, as well as a method for investigating the EMI effect of memristors. The optimal memristor model is obtained by the exhaustive traversing of the possible model parameters, and the interference effect of CWs on memristors is quantified based on this model and the proposed evaluation metrics. Simulation results indicate that CW interference may affect the switching time, dynamic range, nonlinearity, symmetry, time to the boundary, and variation of memristance. The specific interference effect depends on the operating mode of the memristor, the amplitude, and the frequency of the CW. This research provides a foundation for evaluating EMI effects and designing electromagnetic protection for memristive neuromorphic systems.
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spelling pubmed-93709712022-08-12 Electromagnetic Interference Effects of Continuous Waves on Memristors: A Simulation Study Ma, Guilei Man, Menghua Zhang, Yongqiang Liu, Shanghe Sensors (Basel) Article As two-terminal passive fundamental circuit elements with memory characteristics, memristors are promising devices for applications such as neuromorphic systems, in-memory computing, and tunable RF/microwave circuits. The increasingly complex electromagnetic interference (EMI) environment threatens the reliability of memristor systems. However, various EMI signals’ effects on memristors are still unclear. This paper selects continuous waves (CWs) as EMI signals. It provides a deeper insight into the interference effect of CWs on the memristor driven by a sinusoidal excitation voltage, as well as a method for investigating the EMI effect of memristors. The optimal memristor model is obtained by the exhaustive traversing of the possible model parameters, and the interference effect of CWs on memristors is quantified based on this model and the proposed evaluation metrics. Simulation results indicate that CW interference may affect the switching time, dynamic range, nonlinearity, symmetry, time to the boundary, and variation of memristance. The specific interference effect depends on the operating mode of the memristor, the amplitude, and the frequency of the CW. This research provides a foundation for evaluating EMI effects and designing electromagnetic protection for memristive neuromorphic systems. MDPI 2022-08-03 /pmc/articles/PMC9370971/ /pubmed/35957342 http://dx.doi.org/10.3390/s22155785 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
Ma, Guilei
Man, Menghua
Zhang, Yongqiang
Liu, Shanghe
Electromagnetic Interference Effects of Continuous Waves on Memristors: A Simulation Study
title Electromagnetic Interference Effects of Continuous Waves on Memristors: A Simulation Study
title_full Electromagnetic Interference Effects of Continuous Waves on Memristors: A Simulation Study
title_fullStr Electromagnetic Interference Effects of Continuous Waves on Memristors: A Simulation Study
title_full_unstemmed Electromagnetic Interference Effects of Continuous Waves on Memristors: A Simulation Study
title_short Electromagnetic Interference Effects of Continuous Waves on Memristors: A Simulation Study
title_sort electromagnetic interference effects of continuous waves on memristors: a simulation study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9370971/
https://www.ncbi.nlm.nih.gov/pubmed/35957342
http://dx.doi.org/10.3390/s22155785
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