Numerical simulation of performance of magnonic reservoir computer based on active-ring oscillator

Alexandr V. Kondrashov,Aleksei A. Nikitin,Andrey A. Nikitin,Mikhail Kostylev,Alexey B. Ustinov

Journal of Magnetism and Magnetic Materials（2022）

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摘要

•Detailed numerical analysis of a magnonic reservoir computer based on a spin-wave active ring resonator is carried out.•We determined how physical parameters of the reservoir computer affect computational performance.•We demonstrate a potential for a significant increase in the reservoir computer efficiency.

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关键词

Magnonics,Nonlinear spin waves,Reservoir computing,Artificial neural networks

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