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Thermally-robust spatiotemporal parallel reservoir computing by frequency filtering in frustrated magnets

Physical reservoir computing is a framework for brain-inspired information processing that utilizes nonlinear and high-dimensional dynamics in non-von-Neumann systems. In recent years, spintronic devices have been proposed for use as physical reservoirs, but their practical application remains a maj...

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Detalles Bibliográficos
Autores principales: Kobayashi, Kaito, Motome, Yukitoshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10564978/
https://www.ncbi.nlm.nih.gov/pubmed/37816789
http://dx.doi.org/10.1038/s41598-023-41757-3