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Non-volatile artificial synapse based on a vortex nano-oscillator

In this work, a new mechanism to combine a non-volatile behaviour with the spin diode detection of a vortex-based spin torque nano-oscillator (STVO) is presented. Experimentally, it is observed that the spin diode response of the oscillator depends on the vortex chirality. Consequently, fixing the f...

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Autores principales: Martins, Leandro, Jenkins, Alex S., Alvarez, Lara San Emeterio, Borme, Jérôme, Böhnert, Tim, Ventura, João, Freitas, Paulo P., Ferreira, Ricardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352962/
https://www.ncbi.nlm.nih.gov/pubmed/34373533
http://dx.doi.org/10.1038/s41598-021-95569-4
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author Martins, Leandro
Jenkins, Alex S.
Alvarez, Lara San Emeterio
Borme, Jérôme
Böhnert, Tim
Ventura, João
Freitas, Paulo P.
Ferreira, Ricardo
author_facet Martins, Leandro
Jenkins, Alex S.
Alvarez, Lara San Emeterio
Borme, Jérôme
Böhnert, Tim
Ventura, João
Freitas, Paulo P.
Ferreira, Ricardo
author_sort Martins, Leandro
collection PubMed
description In this work, a new mechanism to combine a non-volatile behaviour with the spin diode detection of a vortex-based spin torque nano-oscillator (STVO) is presented. Experimentally, it is observed that the spin diode response of the oscillator depends on the vortex chirality. Consequently, fixing the frequency of the incoming signal and switching the vortex chirality results in a different rectified voltage. In this way, the chirality can be deterministically controlled via the application of electrical signals injected locally in the device, resulting in a non-volatile control of the output voltage for a given input frequency. Micromagnetic simulations corroborate the experimental results and show the main contribution of the Oersted field created by the input RF current density in defining two distinct spin diode detections for different chiralities. By using two non-identical STVOs, we show how these devices can be used as programmable non-volatile synapses in artificial neural networks.
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spelling pubmed-83529622021-08-11 Non-volatile artificial synapse based on a vortex nano-oscillator Martins, Leandro Jenkins, Alex S. Alvarez, Lara San Emeterio Borme, Jérôme Böhnert, Tim Ventura, João Freitas, Paulo P. Ferreira, Ricardo Sci Rep Article In this work, a new mechanism to combine a non-volatile behaviour with the spin diode detection of a vortex-based spin torque nano-oscillator (STVO) is presented. Experimentally, it is observed that the spin diode response of the oscillator depends on the vortex chirality. Consequently, fixing the frequency of the incoming signal and switching the vortex chirality results in a different rectified voltage. In this way, the chirality can be deterministically controlled via the application of electrical signals injected locally in the device, resulting in a non-volatile control of the output voltage for a given input frequency. Micromagnetic simulations corroborate the experimental results and show the main contribution of the Oersted field created by the input RF current density in defining two distinct spin diode detections for different chiralities. By using two non-identical STVOs, we show how these devices can be used as programmable non-volatile synapses in artificial neural networks. Nature Publishing Group UK 2021-08-09 /pmc/articles/PMC8352962/ /pubmed/34373533 http://dx.doi.org/10.1038/s41598-021-95569-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Martins, Leandro
Jenkins, Alex S.
Alvarez, Lara San Emeterio
Borme, Jérôme
Böhnert, Tim
Ventura, João
Freitas, Paulo P.
Ferreira, Ricardo
Non-volatile artificial synapse based on a vortex nano-oscillator
title Non-volatile artificial synapse based on a vortex nano-oscillator
title_full Non-volatile artificial synapse based on a vortex nano-oscillator
title_fullStr Non-volatile artificial synapse based on a vortex nano-oscillator
title_full_unstemmed Non-volatile artificial synapse based on a vortex nano-oscillator
title_short Non-volatile artificial synapse based on a vortex nano-oscillator
title_sort non-volatile artificial synapse based on a vortex nano-oscillator
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352962/
https://www.ncbi.nlm.nih.gov/pubmed/34373533
http://dx.doi.org/10.1038/s41598-021-95569-4
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