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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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 |
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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 |
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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. |
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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 |
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2023 |
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https://hdl.handle.net/10356/167401 |
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1772827383367204864 |