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Deep Echo State Networks in Industrial Applications

This paper analyzes the impact of reservoir computing, and, in particular, of Deep Echo State Networks, to the modeling of highly non-linear dynamical systems that can be commonly found in the industry. Several applications are presented focusing on forecasting models related to energy content of st...

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Detalles Bibliográficos
Autores principales: Dettori, Stefano, Matino, Ismael, Colla, Valentina, Speets, Ramon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256577/
http://dx.doi.org/10.1007/978-3-030-49186-4_5