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Parameters optimization method for the time-delayed reservoir computing with a nonlinear duffing mechanical oscillator
Reservoir computing (RC) is a recently introduced bio-inspired computational framework capable of excellent performances in the temporal data processing, owing to its derivation from the recurrent neural network (RNN). It is well-known for the fast and effective training scheme, as well as the ease...
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| Publicado en: | Sci Rep |
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| Autores principales: | , , , , , |
| Formato: | Artigo |
| Lenguaje: | Inglês |
| Publicado: |
Nature Publishing Group UK
2021
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| Materias: | |
| Acceso en línea: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7806606/ https://ncbi.nlm.nih.gov/pubmed/33441869 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-80339-5 |
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