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

Authors :
Leandro Martins
Alex S. Jenkins
Lara San Emeterio Alvarez
Jérôme Borme
Tim Böhnert
João Ventura
Paulo P. Freitas
Ricardo Ferreira
Source :
Scientific Reports, Vol 11, Iss 1, Pp 1-7 (2021)
Publication Year :
2021
Publisher :
Nature Portfolio, 2021.

Abstract

Abstract 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.

Subjects

Subjects :
Medicine
Science

Details

Language :
English
ISSN :
20452322
Volume :
11
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Scientific Reports
Publication Type :
Academic Journal
Accession number :
edsdoj.6b80e6ba5b214b029eb545fdb5d1f032
Document Type :
article
Full Text :
https://doi.org/10.1038/s41598-021-95569-4