Synaptic modulation of conductivity and magnetism in a CoPt-based electrochemical transistor

Among various neuromorphic devices for artificial intelligence, the electrochemical transistor, in which the channel conductance can be modulated by the insertion of ions according to the history of gate voltage across the electrolyte, emerges as an efficient one. Despite the striking progress in ex...

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Main Authors: Li, Shengyao, Miao, Bojun, Wang, Xueyan, Teo, Siew Lang, Zhu, Qiang, Piramanayagam, S. N., Wang, Renshaw Xiao
Other Authors: School of Physical and Mathematical Sciences
Format: Article
Language:English
Published: 2023
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Online Access:https://hdl.handle.net/10356/167401
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1674012023-05-22T15:38:41Z Synaptic modulation of conductivity and magnetism in a CoPt-based electrochemical transistor Li, Shengyao Miao, Bojun Wang, Xueyan Teo, Siew Lang Zhu, Qiang Piramanayagam, S. N. Wang, Renshaw Xiao School of Physical and Mathematical Sciences School of Electrical and Electronic Engineering Science::Physics Anomalous Hall Effects Long-Term Plasticity Among various neuromorphic devices for artificial intelligence, the electrochemical transistor, in which the channel conductance can be modulated by the insertion of ions according to the history of gate voltage across the electrolyte, emerges as an efficient one. Despite the striking progress in exploring novel channel materials, few studies report the ferromagnetic metal-based synaptic transistors, limiting their application in synaptic spintronics. Here, we present synaptic modulation of both conductivity as well as magnetism based on the three-terminal electrochemical transistor with a channel of ferromagnetic CoPt alloy. The CoPt metal channel exhibits perpendicular magnetization and anomalous Hall effect. Then, we demonstrated its essential synaptic functionalities, including depression and potentiation of synaptic weight as well as paired-pulse facilitation. Additionally, we are also able to switch the short-term to long-term plasticity transition using different gate parameters, such as amplitude, duration, and frequency. Last, the device presents multilevel reversible and nonvolatile states of conductivity and magnetic coercivity (HC), both of which exhibit satisfying retention behaviours. The results provide a platform to construct future spin-based synaptic devices. Submitted/Accepted version The authors acknowledge funding from the National Research Foundation (NRF), Singapore under its 21st Competitive Research Programs (CRP grant no. NRF-CRP21-2018-0003). X.R.W. acknowledges support from Academic Research Fund Tier 2 (grant no. MOE-T2EP50120-0006) from Singapore Ministry of Education and the Agency for Science, Technology and Research (A*STAR) under its AME IRG grant (project no. A20E5c0094). S. L acknowledges research scholarship from CRP grant. 2023-05-22T07:09:33Z 2023-05-22T07:09:33Z 2023 Journal Article Li, S., Miao, B., Wang, X., Teo, S. L., Zhu, Q., Piramanayagam, S. N. & Wang, R. X. (2023). Synaptic modulation of conductivity and magnetism in a CoPt-based electrochemical transistor. Physica Status Solidi - Rapid Research Letters. https://dx.doi.org/10.1002/pssr.202200378 1862-6254 https://hdl.handle.net/10356/167401 10.1002/pssr.202200378 en NRF-CRP21-2018-0003 A20E5c0094 MOE-T2EP50120-0006 Physica Status Solidi - Rapid Research Letters © 2022 Wiley-VCH GmbH. All rights reserved. This is the peer reviewed version of the following article: Li, S., Miao, B., Wang, X., Teo, S. L., Zhu, Q., Piramanayagam, S. N. & Wang, R. X. (2023). Synaptic modulation of conductivity and magnetism in a CoPt-based electrochemical transistor. Physica Status Solidi - Rapid Research Letters, which has been published in final form at https://doi.org.remotexs.ntu.edu.sg/10.1002/pssr.202200378. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Physics
Anomalous Hall Effects
Long-Term Plasticity
spellingShingle Science::Physics
Anomalous Hall Effects
Long-Term Plasticity
Li, Shengyao
Miao, Bojun
Wang, Xueyan
Teo, Siew Lang
Zhu, Qiang
Piramanayagam, S. N.
Wang, Renshaw Xiao
Synaptic modulation of conductivity and magnetism in a CoPt-based electrochemical transistor
description Among various neuromorphic devices for artificial intelligence, the electrochemical transistor, in which the channel conductance can be modulated by the insertion of ions according to the history of gate voltage across the electrolyte, emerges as an efficient one. Despite the striking progress in exploring novel channel materials, few studies report the ferromagnetic metal-based synaptic transistors, limiting their application in synaptic spintronics. Here, we present synaptic modulation of both conductivity as well as magnetism based on the three-terminal electrochemical transistor with a channel of ferromagnetic CoPt alloy. The CoPt metal channel exhibits perpendicular magnetization and anomalous Hall effect. Then, we demonstrated its essential synaptic functionalities, including depression and potentiation of synaptic weight as well as paired-pulse facilitation. Additionally, we are also able to switch the short-term to long-term plasticity transition using different gate parameters, such as amplitude, duration, and frequency. Last, the device presents multilevel reversible and nonvolatile states of conductivity and magnetic coercivity (HC), both of which exhibit satisfying retention behaviours. The results provide a platform to construct future spin-based synaptic devices.
author2 School of Physical and Mathematical Sciences
author_facet School of Physical and Mathematical Sciences
Li, Shengyao
Miao, Bojun
Wang, Xueyan
Teo, Siew Lang
Zhu, Qiang
Piramanayagam, S. N.
Wang, Renshaw Xiao
format Article
author Li, Shengyao
Miao, Bojun
Wang, Xueyan
Teo, Siew Lang
Zhu, Qiang
Piramanayagam, S. N.
Wang, Renshaw Xiao
author_sort Li, Shengyao
title Synaptic modulation of conductivity and magnetism in a CoPt-based electrochemical transistor
title_short Synaptic modulation of conductivity and magnetism in a CoPt-based electrochemical transistor
title_full Synaptic modulation of conductivity and magnetism in a CoPt-based electrochemical transistor
title_fullStr Synaptic modulation of conductivity and magnetism in a CoPt-based electrochemical transistor
title_full_unstemmed Synaptic modulation of conductivity and magnetism in a CoPt-based electrochemical transistor
title_sort synaptic modulation of conductivity and magnetism in a copt-based electrochemical transistor
publishDate 2023
url https://hdl.handle.net/10356/167401
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