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Zhurnal Tekhnicheskoi Fiziki, 2024 Volume 94, Issue 11, Pages 1873–1886 (Mi jtf6903)

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

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

DOI: 10.61011/JTF.2024.11.59105.190-24



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© Steklov Math. Inst. of RAS, 2025