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Zhurnal Tekhnicheskoi Fiziki, 2024, Volume 94, Issue 11, Pages 1873–1886 DOI: https://doi.org/10.61011/JTF.2024.11.59105.190-24
(Mi jtf6903)
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Radiophysics
Microminiature magnonic reservoir computer
A. A. Nikitina, R. V. Gaponchika, I. Yu. Tatsenkoa, M. P. Kostylevb, A. B. Ustinova a Saint Petersburg Electrotechnical University "LETI"
b University of Western Australia,
6009 Crawley, Western Australia, Australia
DOI:
https://doi.org/10.61011/JTF.2024.11.59105.190-24
Abstract:
A model of a magnonic microreservoir based on a feedback loop with a nanometer-thick yttrium-iron-garnet film was developed. A simulation of the microreservoir response to an input electrical signal applied to an electronic attenuator from an arbitrary waveform generator was carried out. The microreservoirs of various designs were characterized with short-term memory and parity check tasks. Methods to increase the test capacities were considered. The maximum capacities of the short-term memory task of 5.02 and the parity check task of 1.29 were demonstrated. It was shown that the characteristics of the proposed magnonic microreservoirs are comparable with the magnonic reservoirs based on $\mu$m-thick yttrium-iron-garnet films.
Keywords:
reservoir computers, nonlinear spin waves, active ring resonator.
Received: 22.05.2024 Revised: 03.09.2024 Accepted: 26.09.2024
Citation:
A. A. Nikitin, R. V. Gaponchik, I. Yu. Tatsenko, M. P. Kostylev, A. B. Ustinov, “Microminiature magnonic reservoir computer”, Zhurnal Tekhnicheskoi Fiziki, 94:11 (2024), 1873–1886
Linking options:
https://www.mathnet.ru/eng/jtf6903 https://www.mathnet.ru/eng/jtf/v94/i11/p1873
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| Statistics & downloads: |
| Abstract page: | 96 | | Full-text PDF : | 58 |
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