Gesture recognition with Brownian reservoir computing using geometrically confined skyrmion dynamics

Gesture recognition with Brownian reservoir computing using geometrically confined skyrmion dynamics

Abstract Physical reservoir computing leverages the dynamical properties of complex physical systems to process information efficiently, significantly reducing training efforts and energy consumption. Magnetic skyrmions, topological spin textures, are promising candidates for reservoir computing sys...

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Bibliographic Details
Main Authors: Grischa Beneke, Thomas Brian Winkler, Klaus Raab, Maarten A. Brems, Fabian Kammerbauer, Pascal Gerhards, Klaus Knobloch, Sachin Krishnia, Johan H. Mentink, Mathias Kläui
Format: Article
Language:English
Published: Nature Portfolio 2024-09-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-024-52345-y

Internet

https://doi.org/10.1038/s41467-024-52345-y

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