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Nanoscale neural network using non-linear spin-wave interference

We demonstrate the design of a neural network hardware, where all neuromorphic computing functions, including signal routing and nonlinear activation are performed by spin-wave propagation and interference. Weights and interconnections of the network are realized by a magnetic-field pattern that is...

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Detalles Bibliográficos
Autores principales: Papp, Ádám, Porod, Wolfgang, Csaba, Gyorgy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8571280/
https://www.ncbi.nlm.nih.gov/pubmed/34741047
http://dx.doi.org/10.1038/s41467-021-26711-z