Connecting reservoir computing with statistical forecasting and deep neural networks

Among the existing machine learning frameworks, reservoir computing demonstrates fast and low-cost training, and its suitability for implementation in various physical systems. This Comment reports on how aspects of reservoir computing can be applied to classical forecasting methods to accelerate th...

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Detalles Bibliográficos
Autores principales: Jaurigue, Lina, Lüdge, Kathy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Comment
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8752734/
https://www.ncbi.nlm.nih.gov/pubmed/35017470
http://dx.doi.org/10.1038/s41467-021-27715-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8752734/
https://www.ncbi.nlm.nih.gov/pubmed/35017470
http://dx.doi.org/10.1038/s41467-021-27715-5

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