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Echo State Network With Probabilistic Regularization for Time Series Prediction

Xiufang Chen Mei Liu Shuai Li

自动化学报（英文版）2023，Vol.10Issue(8)：1743-1753,11.

自动化学报（英文版）2023，Vol.10Issue(8)：1743-1753,11.DOI:10.1109/JAS.2023.123489

Echo State Network With Probabilistic Regularization for Time Series Prediction

Xiufang Chen ¹Mei Liu ¹Shuai Li¹

作者信息

1. Engineering Research Center of Open Source Software and Real-Time Systems, Ministry of Education, School of Information Science and Engineering, Lanzhou University, Lanzhou 730000,China
折叠

摘要

关键词

Echo state network(ESN)/noise/probabilistic regu-larization/robustness

Key words

Echo state network(ESN)/noise/probabilistic regu-larization/robustness

引用本文复制引用

Xiufang Chen,Mei Liu,Shuai Li..Echo State Network With Probabilistic Regularization for Time Series Prediction[J].自动化学报（英文版）,2023,10(8):1743-1753,11.

基金项目

This work was supported in part by the National Natural Science Foundation of China(62176109),the CAAI-Huawei MindSpore Open Fund(CAAIXSJLJJ-2022-020A),the Natural Science Foundation of Gansu Province(21JR7RA531,22JR5RA427,22JR5RA487),the Fundam-ental Research Funds for the Central Universities(lzujbky-2022-kb12,lzujbky-2022-23),the Science and Technology Project of Chengguan Discrict of Lanzhou(2021-1-2),and the Supercomputing Center of Lanzhou University.Recommended by Associate Editor Tao Yang.(Corresponding authors:Mei Liu and Shuai Li.) （62176109）

自动化学报（英文版）

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ISSN：2329-9266

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