A Numerical Exploration of Signal Detector Arrangement in a Spin-Wave Reservoir Computing Device

This paper studies numerically how the signal detector arrangement influences the performance of reservoir computing using spin waves excited in a ferrimagnetic garnet film. This investigation is essentially important since the input information is not only conveyed but also transformed by the spin...

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Veröffentlicht in:	IEEE access 2021, Vol.9, p.72637-72646
Hauptverfasser:	Ichimura, Takehiro, Nakane, Ryosho, Tanaka, Gouhei, Hirose, Akira
Format:	Artikel
Sprache:	eng
Schlagworte:	Computation Electrodes Feature extraction Frequency ranges Garnets Learning device Machine learning Magnons physical reservoir computing Reservoirs Signal detectors spin wave Task analysis Task complexity Training
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