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Stateful characterization of resistive switching TiO(2) with electron beam induced currents

Metal oxide resistive switches are increasingly important as possible artificial synapses in next-generation neuromorphic networks. Nevertheless, there is still no codified set of tools for studying properties of the devices. To this end, we demonstrate electron beam-induced current measurements as...

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Autores principales: Hoskins, Brian D., Adam, Gina C., Strelcov, Evgheni, Zhitenev, Nikolai, Kolmakov, Andrei, Strukov, Dmitri B., McClelland, Jabez J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5719452/
https://www.ncbi.nlm.nih.gov/pubmed/29215006
http://dx.doi.org/10.1038/s41467-017-02116-9
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author Hoskins, Brian D.
Adam, Gina C.
Strelcov, Evgheni
Zhitenev, Nikolai
Kolmakov, Andrei
Strukov, Dmitri B.
McClelland, Jabez J.
author_facet Hoskins, Brian D.
Adam, Gina C.
Strelcov, Evgheni
Zhitenev, Nikolai
Kolmakov, Andrei
Strukov, Dmitri B.
McClelland, Jabez J.
author_sort Hoskins, Brian D.
collection PubMed
description Metal oxide resistive switches are increasingly important as possible artificial synapses in next-generation neuromorphic networks. Nevertheless, there is still no codified set of tools for studying properties of the devices. To this end, we demonstrate electron beam-induced current measurements as a powerful method to monitor the development of local resistive switching in TiO(2)-based devices. By comparing beam energy-dependent electron beam-induced currents with Monte Carlo simulations of the energy absorption in different device layers, it is possible to deconstruct the origins of filament image formation and relate this to both morphological changes and the state of the switch. By clarifying the contrast mechanisms in electron beam-induced current microscopy, it is possible to gain new insights into the scaling of the resistive switching phenomenon and observe the formation of a current leakage region around the switching filament. Additionally, analysis of symmetric device structures reveals propagating polarization domains.
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spelling pubmed-57194522017-12-08 Stateful characterization of resistive switching TiO(2) with electron beam induced currents Hoskins, Brian D. Adam, Gina C. Strelcov, Evgheni Zhitenev, Nikolai Kolmakov, Andrei Strukov, Dmitri B. McClelland, Jabez J. Nat Commun Article Metal oxide resistive switches are increasingly important as possible artificial synapses in next-generation neuromorphic networks. Nevertheless, there is still no codified set of tools for studying properties of the devices. To this end, we demonstrate electron beam-induced current measurements as a powerful method to monitor the development of local resistive switching in TiO(2)-based devices. By comparing beam energy-dependent electron beam-induced currents with Monte Carlo simulations of the energy absorption in different device layers, it is possible to deconstruct the origins of filament image formation and relate this to both morphological changes and the state of the switch. By clarifying the contrast mechanisms in electron beam-induced current microscopy, it is possible to gain new insights into the scaling of the resistive switching phenomenon and observe the formation of a current leakage region around the switching filament. Additionally, analysis of symmetric device structures reveals propagating polarization domains. Nature Publishing Group UK 2017-12-07 /pmc/articles/PMC5719452/ /pubmed/29215006 http://dx.doi.org/10.1038/s41467-017-02116-9 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Hoskins, Brian D.
Adam, Gina C.
Strelcov, Evgheni
Zhitenev, Nikolai
Kolmakov, Andrei
Strukov, Dmitri B.
McClelland, Jabez J.
Stateful characterization of resistive switching TiO(2) with electron beam induced currents
title Stateful characterization of resistive switching TiO(2) with electron beam induced currents
title_full Stateful characterization of resistive switching TiO(2) with electron beam induced currents
title_fullStr Stateful characterization of resistive switching TiO(2) with electron beam induced currents
title_full_unstemmed Stateful characterization of resistive switching TiO(2) with electron beam induced currents
title_short Stateful characterization of resistive switching TiO(2) with electron beam induced currents
title_sort stateful characterization of resistive switching tio(2) with electron beam induced currents
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5719452/
https://www.ncbi.nlm.nih.gov/pubmed/29215006
http://dx.doi.org/10.1038/s41467-017-02116-9
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