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Tailoring Echo State Networks for Optimal Learning

As one of the most important paradigms of recurrent neural networks, the echo state network (ESN) has been applied to a wide range of fields, from robotics to medicine, finance, and language processing. A key feature of the ESN paradigm is its reservoir—a directed and weighted network of neurons tha...

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Detalles Bibliográficos
Autores principales: Aceituno, Pau Vilimelis, Yan, Gang, Liu, Yang-Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7452343/
https://www.ncbi.nlm.nih.gov/pubmed/32827856
http://dx.doi.org/10.1016/j.isci.2020.101440