On-chip phonon-magnon reservoir for neuromorphic computing

Abstract Reservoir computing is a concept involving mapping signals onto a high-dimensional phase space of a dynamical system called “reservoir” for subsequent recognition by an artificial neural network. We implement this concept in a nanodevice consisting of a sandwich of a semiconductor phonon wa...

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Bibliographic Details
Main Authors: Dmytro D. Yaremkevich, Alexey V. Scherbakov, Luke De Clerk, Serhii M. Kukhtaruk, Achim Nadzeyka, Richard Campion, Andrew W. Rushforth, Sergey Savel’ev, Alexander G. Balanov, Manfred Bayer
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-023-43891-y