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Gate Tuning of Synaptic Functions Based on Oxygen Vacancy Distribution Control in Four-Terminal TiO(2−x) Memristive Devices
Recent developments in artificial intelligence technology has facilitated advances in neuromorphic computing. Electrical elements mimicking the role of synapses are crucial building blocks for neuromorphic computers. Although various types of two-terminal memristive devices have emerged in the mains...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6620322/ https://www.ncbi.nlm.nih.gov/pubmed/31292485 http://dx.doi.org/10.1038/s41598-019-46192-x |
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author | Nagata, Zenya Shimizu, Takuma Isaka, Tsuyoshi Tohei, Tetsuya Ikarashi, Nobuyuki Sakai, Akira |
author_facet | Nagata, Zenya Shimizu, Takuma Isaka, Tsuyoshi Tohei, Tetsuya Ikarashi, Nobuyuki Sakai, Akira |
author_sort | Nagata, Zenya |
collection | PubMed |
description | Recent developments in artificial intelligence technology has facilitated advances in neuromorphic computing. Electrical elements mimicking the role of synapses are crucial building blocks for neuromorphic computers. Although various types of two-terminal memristive devices have emerged in the mainstream of synaptic devices, a hetero-synaptic artificial synapse, i.e., one with modulatable plasticity induced by multiple connections of synapses, is intriguing. Here, a synaptic device with tunable synapse plasticity is presented that is based on a simple four-terminal rutile TiO(2−x) single-crystal memristor. In this device, the oxygen vacancy distribution in TiO(2−x) and the associated bulk carrier conduction can be used to control the resistance of the device. There are two diagonally arranged pairs of electrodes with distinct functions: one for the read/write operation, the other for the gating operation. This arrangement enables precise control of the oxygen vacancy distribution. Microscopic analysis of the Ti valence states in the device reveals the origin of resistance switching phenomena to be an electrically driven redistribution of oxygen vacancies with no changes in crystal structure. Tuning protocols for the write and the gate voltage applications enable high precision control of resistance, or synaptic plasticity, paving the way for the manipulation of learning efficiency through neuromorphic devices. |
format | Online Article Text |
id | pubmed-6620322 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-66203222019-07-18 Gate Tuning of Synaptic Functions Based on Oxygen Vacancy Distribution Control in Four-Terminal TiO(2−x) Memristive Devices Nagata, Zenya Shimizu, Takuma Isaka, Tsuyoshi Tohei, Tetsuya Ikarashi, Nobuyuki Sakai, Akira Sci Rep Article Recent developments in artificial intelligence technology has facilitated advances in neuromorphic computing. Electrical elements mimicking the role of synapses are crucial building blocks for neuromorphic computers. Although various types of two-terminal memristive devices have emerged in the mainstream of synaptic devices, a hetero-synaptic artificial synapse, i.e., one with modulatable plasticity induced by multiple connections of synapses, is intriguing. Here, a synaptic device with tunable synapse plasticity is presented that is based on a simple four-terminal rutile TiO(2−x) single-crystal memristor. In this device, the oxygen vacancy distribution in TiO(2−x) and the associated bulk carrier conduction can be used to control the resistance of the device. There are two diagonally arranged pairs of electrodes with distinct functions: one for the read/write operation, the other for the gating operation. This arrangement enables precise control of the oxygen vacancy distribution. Microscopic analysis of the Ti valence states in the device reveals the origin of resistance switching phenomena to be an electrically driven redistribution of oxygen vacancies with no changes in crystal structure. Tuning protocols for the write and the gate voltage applications enable high precision control of resistance, or synaptic plasticity, paving the way for the manipulation of learning efficiency through neuromorphic devices. Nature Publishing Group UK 2019-07-10 /pmc/articles/PMC6620322/ /pubmed/31292485 http://dx.doi.org/10.1038/s41598-019-46192-x Text en © The Author(s) 2019 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 Nagata, Zenya Shimizu, Takuma Isaka, Tsuyoshi Tohei, Tetsuya Ikarashi, Nobuyuki Sakai, Akira Gate Tuning of Synaptic Functions Based on Oxygen Vacancy Distribution Control in Four-Terminal TiO(2−x) Memristive Devices |
title | Gate Tuning of Synaptic Functions Based on Oxygen Vacancy Distribution Control in Four-Terminal TiO(2−x) Memristive Devices |
title_full | Gate Tuning of Synaptic Functions Based on Oxygen Vacancy Distribution Control in Four-Terminal TiO(2−x) Memristive Devices |
title_fullStr | Gate Tuning of Synaptic Functions Based on Oxygen Vacancy Distribution Control in Four-Terminal TiO(2−x) Memristive Devices |
title_full_unstemmed | Gate Tuning of Synaptic Functions Based on Oxygen Vacancy Distribution Control in Four-Terminal TiO(2−x) Memristive Devices |
title_short | Gate Tuning of Synaptic Functions Based on Oxygen Vacancy Distribution Control in Four-Terminal TiO(2−x) Memristive Devices |
title_sort | gate tuning of synaptic functions based on oxygen vacancy distribution control in four-terminal tio(2−x) memristive devices |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6620322/ https://www.ncbi.nlm.nih.gov/pubmed/31292485 http://dx.doi.org/10.1038/s41598-019-46192-x |
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