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Broad Echo State Network with Reservoir Pruning for Nonstationary Time Series Prediction

The nonstationary time series is generated in various natural and man-made systems, of which the prediction is vital for advanced control and management. The neural networks have been explored in the time series prediction, but the problem remains in modeling the data's nonstationary and nonlin...

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Detalles Bibliográficos
Autores principales: Liu, Wenjie, Bai, Yuting, Jin, Xuebo, Wang, Xiaoyi, Su, Tingli, Kong, Jianlei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8898878/
https://www.ncbi.nlm.nih.gov/pubmed/35265110
http://dx.doi.org/10.1155/2022/3672905