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Time Series Prediction Model of Grey Wolf Optimized Echo State Network

As a novel recursion neural network, Echo State Networks (ESN) are characterized by strong nonlinear prediction capability and effective and straightforward training algorithms. However, conventional ESN predictions require a large volume of training samples. Meanwhile, the time sequence data are co...

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Main Authors: Huiqing Wang, Yingying Bai, Chun Li, Zhirong Guo, Jianhui Zhang
Formato: Artigo
Idioma:Inglês
Publicado em: Ubiquity Press 2019-05-01
Colecção:Data Science Journal
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Acesso em linha:https://datascience.codata.org/articles/830
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