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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...
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| Udgivet i: | Nat Commun |
|---|---|
| Main Authors: | , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Nature Publishing Group UK
2020
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7486927/ https://ncbi.nlm.nih.gov/pubmed/32917894 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-020-18381-0 |
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