Domain wall pinning through nanoscale interfacial Dzyaloshinskii-Moriya interaction
Neuromorphic computing (NC) has been gaining attention as a potential candidate for artificial intelligence. The building blocks for NC are neurons and synapses. Research studies have indicated that domain wall (DW) devices are one of the most energy-efficient contenders for realizing NC. Moreover,...
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sg-ntu-dr.10356-1562002023-02-28T20:11:15Z Domain wall pinning through nanoscale interfacial Dzyaloshinskii-Moriya interaction Kumar, Durgesh Chan, Jianpeng Piramanayagam, S. N. School of Physical and Mathematical Sciences Science::Physics Magnetic Domain Walls Domain Wall Devices Domain Wall Physics Neuromorphic Computing Spin-Transfer Torque Neuromorphic computing (NC) has been gaining attention as a potential candidate for artificial intelligence. The building blocks for NC are neurons and synapses. Research studies have indicated that domain wall (DW) devices are one of the most energy-efficient contenders for realizing NC. Moreover, synaptic functions can be achieved by obtaining multi-resistance states in DW devices. However, in DW devices with no artificial pinning, it is difficult to control the DW position, and hence achieving multilevel resistance is difficult. Here, we have proposed the concept of nanoscale interfacial Dzyaloshinskii-Moriya interaction (iDMI) for controllably stopping the DWs at specific positions, and hence, realizing multi-resistance states. We show that the nanoscale iDMI forms an energy barrier (well), which can controllably pin the DWs at the pinning sites. Moreover, a tunable depinning current density was achieved by changing the width and iDMI constant of the confinement region. We have also studied pinning in a device with five successive pinning sites. This feature is a proof-of-concept for realizing multi-resistance states in the proposed concept. Based on these observations, a magnetic tunnel junction - where the free layer is made up of the proposed concept - can be fabricated to achieve synapses for NC applications. Nanyang Technological University National Research Foundation (NRF) Published version The authors gratefully acknowledge the National Research Foundation, Singapore CRP Grant (CRP Grant No. NRF-CRP21-2018-003). D.K. also acknowledges the financial support from the NTU research scholarship. S. N. Piramanayagam is a member of SG-SPIN, Singapore. 2022-04-11T07:56:21Z 2022-04-11T07:56:21Z 2021 Journal Article Kumar, D., Chan, J. & Piramanayagam, S. N. (2021). Domain wall pinning through nanoscale interfacial Dzyaloshinskii-Moriya interaction. Journal of Applied Physics, 130(21), 213901-. https://dx.doi.org/10.1063/5.0070773 0021-8979 https://hdl.handle.net/10356/156200 10.1063/5.0070773 2-s2.0-85120736861 21 130 213901 en NRF-CRP21-2018-003 Journal of Applied Physics © 2021 Author(s). All rights reserved. This paper was published by AIP Publishing in Journal of Applied Physics and is made available with permission of Author(s). application/pdf |
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Science::Physics Magnetic Domain Walls Domain Wall Devices Domain Wall Physics Neuromorphic Computing Spin-Transfer Torque Kumar, Durgesh Chan, Jianpeng Piramanayagam, S. N. Domain wall pinning through nanoscale interfacial Dzyaloshinskii-Moriya interaction |
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Neuromorphic computing (NC) has been gaining attention as a potential candidate for artificial intelligence. The building blocks for NC are neurons and synapses. Research studies have indicated that domain wall (DW) devices are one of the most energy-efficient contenders for realizing NC. Moreover, synaptic functions can be achieved by obtaining multi-resistance states in DW devices. However, in DW devices with no artificial pinning, it is difficult to control the DW position, and hence achieving multilevel resistance is difficult. Here, we have proposed the concept of nanoscale interfacial Dzyaloshinskii-Moriya interaction (iDMI) for controllably stopping the DWs at specific positions, and hence, realizing multi-resistance states. We show that the nanoscale iDMI forms an energy barrier (well), which can controllably pin the DWs at the pinning sites. Moreover, a tunable depinning current density was achieved by changing the width and iDMI constant of the confinement region. We have also studied pinning in a device with five successive pinning sites. This feature is a proof-of-concept for realizing multi-resistance states in the proposed concept. Based on these observations, a magnetic tunnel junction - where the free layer is made up of the proposed concept - can be fabricated to achieve synapses for NC applications. |
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School of Physical and Mathematical Sciences |
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School of Physical and Mathematical Sciences Kumar, Durgesh Chan, Jianpeng Piramanayagam, S. N. |
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Kumar, Durgesh Chan, Jianpeng Piramanayagam, S. N. |
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Kumar, Durgesh |
title |
Domain wall pinning through nanoscale interfacial Dzyaloshinskii-Moriya interaction |
title_short |
Domain wall pinning through nanoscale interfacial Dzyaloshinskii-Moriya interaction |
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Domain wall pinning through nanoscale interfacial Dzyaloshinskii-Moriya interaction |
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Domain wall pinning through nanoscale interfacial Dzyaloshinskii-Moriya interaction |
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Domain wall pinning through nanoscale interfacial Dzyaloshinskii-Moriya interaction |
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domain wall pinning through nanoscale interfacial dzyaloshinskii-moriya interaction |
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2022 |
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https://hdl.handle.net/10356/156200 |
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