A Priori Data-Driven Multi-Clustered Reservoir Generation Algorithm for Echo State Network

Echo state networks (ESNs) with multi-clustered reservoir topology perform better in reservoir computing and robustness than those with random reservoir topology. However, these ESNs have a complex reservoir topology, which leads to difficulties in reservoir generation. This study focuses on the res...

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Detalles Bibliográficos
Autores principales: Li, Xiumin, Zhong, Ling, Xue, Fangzheng, Zhang, Anguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4395262/
https://www.ncbi.nlm.nih.gov/pubmed/25875296
http://dx.doi.org/10.1371/journal.pone.0120750

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4395262/
https://www.ncbi.nlm.nih.gov/pubmed/25875296
http://dx.doi.org/10.1371/journal.pone.0120750

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