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Noise Tailoring in Memristive Filaments

[Image: see text] In this study, the possibilities of noise tailoring in filamentary resistive switching memory devices are investigated. To this end, the resistance and frequency scaling of the low-frequency 1/f-type noise properties are studied in representative mainstream material systems. It is...

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Autores principales: Sánta, Botond, Balogh, Zoltán, Pósa, László, Krisztián, Dávid, Török, Tímea Nóra, Molnár, Dániel, Sinkó, Csaba, Hauert, Roland, Csontos, Miklós, Halbritter, András
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7899176/
https://www.ncbi.nlm.nih.gov/pubmed/33533590
http://dx.doi.org/10.1021/acsami.0c21156
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author Sánta, Botond
Balogh, Zoltán
Pósa, László
Krisztián, Dávid
Török, Tímea Nóra
Molnár, Dániel
Sinkó, Csaba
Hauert, Roland
Csontos, Miklós
Halbritter, András
author_facet Sánta, Botond
Balogh, Zoltán
Pósa, László
Krisztián, Dávid
Török, Tímea Nóra
Molnár, Dániel
Sinkó, Csaba
Hauert, Roland
Csontos, Miklós
Halbritter, András
author_sort Sánta, Botond
collection PubMed
description [Image: see text] In this study, the possibilities of noise tailoring in filamentary resistive switching memory devices are investigated. To this end, the resistance and frequency scaling of the low-frequency 1/f-type noise properties are studied in representative mainstream material systems. It is shown that the overall noise floor is tailorable by the proper material choice, as demonstrated by the order-of-magnitude smaller noise levels in Ta(2)O(5) and Nb(2)O(5) transition-metal oxide memristors compared to Ag-based devices. Furthermore, the variation of the resistance states allows orders-of-magnitude tuning of the relative noise level in all of these material systems. This behavior is analyzed in the framework of a point-contact noise model highlighting the possibility for the disorder-induced suppression of the noise contribution arising from remote fluctuators. These findings promote the design of multipurpose resistive switching units, which can simultaneously serve as analog-tunable memory elements and tunable noise sources in probabilistic computing machines.
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spelling pubmed-78991762021-02-23 Noise Tailoring in Memristive Filaments Sánta, Botond Balogh, Zoltán Pósa, László Krisztián, Dávid Török, Tímea Nóra Molnár, Dániel Sinkó, Csaba Hauert, Roland Csontos, Miklós Halbritter, András ACS Appl Mater Interfaces [Image: see text] In this study, the possibilities of noise tailoring in filamentary resistive switching memory devices are investigated. To this end, the resistance and frequency scaling of the low-frequency 1/f-type noise properties are studied in representative mainstream material systems. It is shown that the overall noise floor is tailorable by the proper material choice, as demonstrated by the order-of-magnitude smaller noise levels in Ta(2)O(5) and Nb(2)O(5) transition-metal oxide memristors compared to Ag-based devices. Furthermore, the variation of the resistance states allows orders-of-magnitude tuning of the relative noise level in all of these material systems. This behavior is analyzed in the framework of a point-contact noise model highlighting the possibility for the disorder-induced suppression of the noise contribution arising from remote fluctuators. These findings promote the design of multipurpose resistive switching units, which can simultaneously serve as analog-tunable memory elements and tunable noise sources in probabilistic computing machines. American Chemical Society 2021-02-03 2021-02-17 /pmc/articles/PMC7899176/ /pubmed/33533590 http://dx.doi.org/10.1021/acsami.0c21156 Text en © 2021 The Authors. Published by American Chemical Society Made available through a Creative Commons CC-BY License (http://pubs.acs.org/page/policy/authorchoice_ccby_termsofuse.html)
spellingShingle Sánta, Botond
Balogh, Zoltán
Pósa, László
Krisztián, Dávid
Török, Tímea Nóra
Molnár, Dániel
Sinkó, Csaba
Hauert, Roland
Csontos, Miklós
Halbritter, András
Noise Tailoring in Memristive Filaments
title Noise Tailoring in Memristive Filaments
title_full Noise Tailoring in Memristive Filaments
title_fullStr Noise Tailoring in Memristive Filaments
title_full_unstemmed Noise Tailoring in Memristive Filaments
title_short Noise Tailoring in Memristive Filaments
title_sort noise tailoring in memristive filaments
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7899176/
https://www.ncbi.nlm.nih.gov/pubmed/33533590
http://dx.doi.org/10.1021/acsami.0c21156
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