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Synaptic memory devices from CoO/Nb:SrTiO(3) junction
Non-volatile memristors are promising for future hardware-based neurocomputation application because they are capable of emulating biological synaptic functions. Various material strategies have been studied to pursue better device performance, such as lower energy cost, better biological plausibili...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6502371/ https://www.ncbi.nlm.nih.gov/pubmed/31183114 http://dx.doi.org/10.1098/rsos.181098 |
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author | Zhao, Le Xu, Jie Shang, Xiantao Li, Xue Li, Qiang Li, Shandong |
author_facet | Zhao, Le Xu, Jie Shang, Xiantao Li, Xue Li, Qiang Li, Shandong |
author_sort | Zhao, Le |
collection | PubMed |
description | Non-volatile memristors are promising for future hardware-based neurocomputation application because they are capable of emulating biological synaptic functions. Various material strategies have been studied to pursue better device performance, such as lower energy cost, better biological plausibility, etc. In this work, we show a novel design for non-volatile memristor based on CoO/Nb:SrTiO(3) heterojunction. We found the memristor intrinsically exhibited resistivity switching behaviours, which can be ascribed to the migration of oxygen vacancies and charge trapping and detrapping at the heterojunction interface. The carrier trapping/detrapping level can be finely adjusted by regulating voltage amplitudes. Gradual conductance modulation can therefore be realized by using proper voltage pulse stimulations. And the spike-timing-dependent plasticity, an important Hebbian learning rule, has been implemented in the device. Our results indicate the possibility of achieving artificial synapses with CoO/Nb:SrTiO(3) heterojunction. Compared with filamentary type of the synaptic device, our device has the potential to reduce energy consumption, realize large-scale neuromorphic system and work more reliably, since no structural distortion occurs. |
format | Online Article Text |
id | pubmed-6502371 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-65023712019-06-10 Synaptic memory devices from CoO/Nb:SrTiO(3) junction Zhao, Le Xu, Jie Shang, Xiantao Li, Xue Li, Qiang Li, Shandong R Soc Open Sci Physics Non-volatile memristors are promising for future hardware-based neurocomputation application because they are capable of emulating biological synaptic functions. Various material strategies have been studied to pursue better device performance, such as lower energy cost, better biological plausibility, etc. In this work, we show a novel design for non-volatile memristor based on CoO/Nb:SrTiO(3) heterojunction. We found the memristor intrinsically exhibited resistivity switching behaviours, which can be ascribed to the migration of oxygen vacancies and charge trapping and detrapping at the heterojunction interface. The carrier trapping/detrapping level can be finely adjusted by regulating voltage amplitudes. Gradual conductance modulation can therefore be realized by using proper voltage pulse stimulations. And the spike-timing-dependent plasticity, an important Hebbian learning rule, has been implemented in the device. Our results indicate the possibility of achieving artificial synapses with CoO/Nb:SrTiO(3) heterojunction. Compared with filamentary type of the synaptic device, our device has the potential to reduce energy consumption, realize large-scale neuromorphic system and work more reliably, since no structural distortion occurs. The Royal Society 2019-04-17 /pmc/articles/PMC6502371/ /pubmed/31183114 http://dx.doi.org/10.1098/rsos.181098 Text en © 2019 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Physics Zhao, Le Xu, Jie Shang, Xiantao Li, Xue Li, Qiang Li, Shandong Synaptic memory devices from CoO/Nb:SrTiO(3) junction |
title | Synaptic memory devices from CoO/Nb:SrTiO(3) junction |
title_full | Synaptic memory devices from CoO/Nb:SrTiO(3) junction |
title_fullStr | Synaptic memory devices from CoO/Nb:SrTiO(3) junction |
title_full_unstemmed | Synaptic memory devices from CoO/Nb:SrTiO(3) junction |
title_short | Synaptic memory devices from CoO/Nb:SrTiO(3) junction |
title_sort | synaptic memory devices from coo/nb:srtio(3) junction |
topic | Physics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6502371/ https://www.ncbi.nlm.nih.gov/pubmed/31183114 http://dx.doi.org/10.1098/rsos.181098 |
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