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A Correntropy-Based Echo State Network With Application to Time Series Prediction

Xiufang Chen Zhenming Su Long Jin Shuai Li

自动化学报（英文版）2025，Vol.12Issue(2)：425-435,11.

自动化学报（英文版）2025，Vol.12Issue(2)：425-435,11.DOI:10.1109/JAS.2024.124932

A Correntropy-Based Echo State Network With Application to Time Series Prediction

Xiufang Chen ¹Zhenming Su ¹Long Jin ¹Shuai Li²

作者信息

1. School of Information Science and Engineering,Lanzhou University,Lanzhou 730000,China
2. Hangzhou Institute for Advanced Study,University of Chinese Academy of Science,Hangzhou 310024,China
折叠

摘要

关键词

Correntropy/echo state network(ESN)/noise/time series prediction

Key words

Correntropy/echo state network(ESN)/noise/time series prediction

引用本文复制引用

Xiufang Chen,Zhenming Su,Long Jin,Shuai Li..A Correntropy-Based Echo State Network With Application to Time Series Prediction[J].自动化学报（英文版）,2025,12(2):425-435,11.

基金项目

This work was supported in part by the National Natural Science Foundation of China(62176109,62476115),the Fundamental Research Funds for the Central Universities(lzujbky-2023-ey07,lzujbky-2023-it14),the Natural Science Foundation of Gansu Province(24JRRA488),and the Supercomputing Center of Lanzhou University. （62176109,62476115）

自动化学报（英文版）

ISSN：2329-9266

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