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Research article

First published 2013-3

Stock Prediction Based on Phase Space Reconstruction and Echo State Networks

Huaguang Zhang, Jiuzhen Liang, Zhilei Chai

Journal of Algorithms & Computational Technology

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Research article

First published 2024-7

Sequence prediction with different dimensions based on two novel deep echo state network models

Jingyu Sun, Lixiang Li, Haipeng Peng [...]

Transactions of the Institute of Measurement and Control

Open access

Research article

First published 2022-11

Heterogeneous data fusion for the improved non-destructive detection of steel-reinforcement defects using echo state networks

Adam J Wootton, Charles R Day, Peter W Haycock

Structural Health Monitoring

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Research article

First published 2020-4

An improved fruit fly algorithm-unscented Kalman filter-echo state network method for time series prediction of the network traffic data with noises

Ying Han, Yuanwei Jing, Georgi M Dimirovski

Transactions of the Institute of Measurement and Control

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Research article

First published 2022-10

Speed control of PMSM based on neural network model predictive control

Hubo Mao, Xiaoming Tang, Hao Tang

Transactions of the Institute of Measurement and Control

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Research article

First published 2024-10-24

Reservoir structure optimization of echo state networks: A detrended multiple cross-correlation pruning perspective

Xiaochuan Sun, Yu Wang, Mingxiang Hao [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023-1

Water outlet temperature prediction method of nuclear power plant based on echo state network with variable memory length

Dongmin Yu, Chuanxu Duan, Siyuan Fan

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2022-7

MP-CRJ: Multi-parallel cycle reservoirs with jumps for industrial multivariate time series predictions

Hongguang Li, Wenjing Zhao, Yilin Shi [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2026-2

Embedded deep reservoir computing for modelling complex industrial systems

José Ramón Rodríguez-Ossorio, Claudio Gallicchio, Antonio Morán [...]

Integrated Computer-Aided Engineering

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Research article

First published 2018-6-22

Echo state network and variational autoencoder for efficient one-class learning on dynamical systems

Diego Cabrera, Fernando Sancho, Mariela Cerrada [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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