Autoreservoir computing for multistep ahead prediction based on the spatiotemporal information transformation

We develop an auto-reservoir computing framework, Auto-Reservoir Neural Network (ARNN), to efficiently and accurately make multi-step-ahead predictions based on a short-term high-dimensional time series. Different from traditional reservoir computing whose reservoir is an external dynamical system i...

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Detalles Bibliográficos
Autores principales: Chen, Pei, Liu, Rui, Aihara, Kazuyuki, Chen, Luonan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7486927/
https://www.ncbi.nlm.nih.gov/pubmed/32917894
http://dx.doi.org/10.1038/s41467-020-18381-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7486927/
https://www.ncbi.nlm.nih.gov/pubmed/32917894
http://dx.doi.org/10.1038/s41467-020-18381-0

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