Nanoscale neural network using non-linear spin-wave interference

Wave based computing has sparked much interest for neuromorphic computing due to the inherent interconnectedness of such wave based approaches. Here, Papp, Porod and Csaba show how neural networks can be implemented using spin-waves, taking advantage of spin-waves intrinsic non-linearity.

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Detalles Bibliográficos
Autores principales: Ádám Papp, Wolfgang Porod, Gyorgy Csaba
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
Materias:
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Acceso en línea:https://doaj.org/article/cc28816f2e7a4c1bad061729e3d25de0
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Descripción
Sumario:Wave based computing has sparked much interest for neuromorphic computing due to the inherent interconnectedness of such wave based approaches. Here, Papp, Porod and Csaba show how neural networks can be implemented using spin-waves, taking advantage of spin-waves intrinsic non-linearity.