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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Detalles Bibliográficos
Autores principales: Zheng, T. Y., Yang, W. H., Sun, J., Xiong, X. Y., Li, Z. T., Zou, X. D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806606/
https://www.ncbi.nlm.nih.gov/pubmed/33441869
http://dx.doi.org/10.1038/s41598-020-80339-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806606/
https://www.ncbi.nlm.nih.gov/pubmed/33441869
http://dx.doi.org/10.1038/s41598-020-80339-5

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