Optimal nonlinear information processing capacity in delay-based reservoir computers

Reservoir computing is a recently introduced brain-inspired machine learning paradigm capable of excellent performances in the processing of empirical data. We focus in a particular kind of time-delay based reservoir computers that have been physically implemented using optical and electronic system...

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Detalles Bibliográficos
Autores principales: Grigoryeva, Lyudmila, Henriques, Julie, Larger, Laurent, Ortega, Juan-Pablo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4566100/
https://www.ncbi.nlm.nih.gov/pubmed/26358528
http://dx.doi.org/10.1038/srep12858

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4566100/
https://www.ncbi.nlm.nih.gov/pubmed/26358528
http://dx.doi.org/10.1038/srep12858

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