Synaptic memory devices from CoO/Nb:SrTiO3 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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Online Access: | https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.181098 |
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doaj-2159312658d74885865efc0912f57dfc2020-11-25T04:10:00ZengThe Royal SocietyRoyal Society Open Science2054-57032019-04-016410.1098/rsos.181098181098Synaptic memory devices from CoO/Nb:SrTiO3 junctionLe ZhaoJie XuXiantao ShangXue LiQiang LiShandong LiNon-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:SrTiO3 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:SrTiO3 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.https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.181098synaptic devicenon-volatile memristorconductance modulationspike-timing-dependent plasticity |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Le Zhao Jie Xu Xiantao Shang Xue Li Qiang Li Shandong Li |
spellingShingle |
Le Zhao Jie Xu Xiantao Shang Xue Li Qiang Li Shandong Li Synaptic memory devices from CoO/Nb:SrTiO3 junction Royal Society Open Science synaptic device non-volatile memristor conductance modulation spike-timing-dependent plasticity |
author_facet |
Le Zhao Jie Xu Xiantao Shang Xue Li Qiang Li Shandong Li |
author_sort |
Le Zhao |
title |
Synaptic memory devices from CoO/Nb:SrTiO3 junction |
title_short |
Synaptic memory devices from CoO/Nb:SrTiO3 junction |
title_full |
Synaptic memory devices from CoO/Nb:SrTiO3 junction |
title_fullStr |
Synaptic memory devices from CoO/Nb:SrTiO3 junction |
title_full_unstemmed |
Synaptic memory devices from CoO/Nb:SrTiO3 junction |
title_sort |
synaptic memory devices from coo/nb:srtio3 junction |
publisher |
The Royal Society |
series |
Royal Society Open Science |
issn |
2054-5703 |
publishDate |
2019-04-01 |
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:SrTiO3 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:SrTiO3 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. |
topic |
synaptic device non-volatile memristor conductance modulation spike-timing-dependent plasticity |
url |
https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.181098 |
work_keys_str_mv |
AT lezhao synapticmemorydevicesfromcoonbsrtio3junction AT jiexu synapticmemorydevicesfromcoonbsrtio3junction AT xiantaoshang synapticmemorydevicesfromcoonbsrtio3junction AT xueli synapticmemorydevicesfromcoonbsrtio3junction AT qiangli synapticmemorydevicesfromcoonbsrtio3junction AT shandongli synapticmemorydevicesfromcoonbsrtio3junction |
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1724420926630526976 |