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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...

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Detalles Bibliográficos
Autores principales: Zhao, Le, Xu, Jie, Shang, Xiantao, Li, Xue, Li, Qiang, Li, Shandong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2019
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.
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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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