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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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2020
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| Materias: | |
| 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 |