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Guiding principle of reservoir computing based on “small-world” network

Reservoir computing is a computational framework of recurrent neural networks and is gaining attentions because of its drastically simplified training process. For a given task to solve, however, the methodology has not yet been established how to construct an optimal reservoir. While, “small-world”...

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Detalles Bibliográficos
Autor principal: Kitayama, Ken-ichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9537422/
https://www.ncbi.nlm.nih.gov/pubmed/36202989
http://dx.doi.org/10.1038/s41598-022-21235-y