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Double echo state network with multiple reservoirs for time-series prediction
Mapping Intimacies
◽
10.1117/12.2626677
◽
2021
◽
Author(s):
Hongchuang Zhang
◽
Shuxian Lun
◽
Chang Liu
◽
Zhenduo Sun
Keyword(s):
Time Series
◽
Time Series Prediction
◽
Echo State Network
Download Full-text
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References
Deep Echo State Network with Multiple Adaptive Reservoirs for Time Series Prediction
IEEE Transactions on Cognitive and Developmental Systems
◽
10.1109/tcds.2021.3062177
◽
2021
◽
pp. 1-1
Author(s):
Zhanshan Wang
◽
Xianshuang Yao
◽
Zhanjun Huang
◽
Lei Liu
Keyword(s):
Time Series
◽
Time Series Prediction
◽
Echo State Network
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Time series prediction based on echo state network tuned by divided adaptive multi-objective differential evolution algorithm
Soft Computing
◽
10.1007/s00500-020-05457-8
◽
2021
◽
Author(s):
Weijie Ren
◽
Yiwen Wang
◽
Min Han
Keyword(s):
Time Series
◽
Differential Evolution
◽
Time Series Prediction
◽
Differential Evolution Algorithm
◽
Echo State Network
◽
Multi Objective
◽
Evolution Algorithm
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Extended Kalman Filter Based Echo State Network for Time Series Prediction using MapReduce Framework
2013 IEEE 9th International Conference on Mobile Ad-hoc and Sensor Networks
◽
10.1109/msn.2013.61
◽
2013
◽
Cited By ~ 4
Author(s):
Chunyang Sheng
◽
Jun Zhao
◽
Henry Leung
◽
Wei Wang
Keyword(s):
Time Series
◽
Kalman Filter
◽
Extended Kalman Filter
◽
Time Series Prediction
◽
Echo State Network
◽
Mapreduce Framework
Download Full-text
Genetic algorithm optimized double-reservoir echo state network for multi-regime time series prediction
Neurocomputing
◽
10.1016/j.neucom.2017.01.053
◽
2017
◽
Vol 238
◽
pp. 191-204
◽
Cited By ~ 40
Author(s):
Shisheng Zhong
◽
Xiaolong Xie
◽
Lin Lin
◽
Fang Wang
Keyword(s):
Genetic Algorithm
◽
Time Series
◽
Time Series Prediction
◽
Echo State Network
Download Full-text
Adaptive lasso echo state network for time series prediction
2017 Chinese Automation Congress (CAC)
◽
10.1109/cac.2017.8243686
◽
2017
◽
Author(s):
Jing Zhao
◽
Lei Wang
◽
Cuili Yang
Keyword(s):
Time Series
◽
Time Series Prediction
◽
Adaptive Lasso
◽
Echo State Network
Download Full-text
Chaotic Time Series Prediction using Three-Dimensional FOA and Echo State Network
10.1109/icnc52316.2021.9608484
◽
2021
◽
Author(s):
Yanhu Wang
◽
Shanshan Xu
◽
Yuling Luo
◽
Shunsheng Zhang
◽
Min Su
◽
...
Keyword(s):
Time Series
◽
Time Series Prediction
◽
Three Dimensional
◽
Chaotic Time Series
◽
Echo State Network
◽
Chaotic Time Series Prediction
Download Full-text
Subspace Echo State Network for Multivariate Time Series Prediction
Neural Information Processing - Lecture Notes in Computer Science
◽
10.1007/978-3-642-34500-5_80
◽
2012
◽
pp. 681-688
◽
Cited By ~ 1
Author(s):
Min Han
◽
Meiling Xu
Keyword(s):
Time Series
◽
Time Series Prediction
◽
Multivariate Time Series
◽
Echo State Network
Download Full-text
L1/2 Norm Regularized Echo State Network for Chaotic Time Series Prediction
Neural Information Processing - Lecture Notes in Computer Science
◽
10.1007/978-3-319-46675-0_2
◽
2016
◽
pp. 12-19
◽
Cited By ~ 1
Author(s):
Meiling Xu
◽
Min Han
◽
Shunshoku Kanae
Keyword(s):
Time Series
◽
Time Series Prediction
◽
Chaotic Time Series
◽
Echo State Network
◽
Chaotic Time Series Prediction
Download Full-text
WOA-Based Echo State Network for Chaotic Time Series Prediction
Journal of the Korean Physical Society
◽
10.3938/jkps.76.384
◽
2020
◽
Vol 76
(5)
◽
pp. 384-391
Author(s):
Minghui Zhang
◽
Baozhu Wang
◽
Yatong Zhou
◽
Haoxuan Sun
Keyword(s):
Time Series
◽
Time Series Prediction
◽
Chaotic Time Series
◽
Echo State Network
◽
Chaotic Time Series Prediction
Download Full-text
Broad echo state network for multivariate time series prediction
Journal of the Franklin Institute
◽
10.1016/j.jfranklin.2019.01.027
◽
2019
◽
Vol 356
(9)
◽
pp. 4888-4906
◽
Cited By ~ 3
Author(s):
Xianshuang Yao
◽
Zhanshan Wang
Keyword(s):
Time Series
◽
Time Series Prediction
◽
Multivariate Time Series
◽
Echo State Network
Download Full-text
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