Next generation reservoir computing

Reservoir computing is a best-in-class machine learning algorithm for processing information generated by dynamical systems using observed time-series data. Importantly, it requires very small training data sets, uses linear optimization, and thus requires minimal computing resources. However, the a...

Descripción completa

Detalles Bibliográficos
Autores principales: Gauthier, Daniel J., Bollt, Erik, Griffith, Aaron, Barbosa, Wendson A. S.
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/PMC8455577/
https://www.ncbi.nlm.nih.gov/pubmed/34548491
http://dx.doi.org/10.1038/s41467-021-25801-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8455577/
https://www.ncbi.nlm.nih.gov/pubmed/34548491
http://dx.doi.org/10.1038/s41467-021-25801-2

Ejemplares similares