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2020 – today
- 2024
[j16]Xianshuang Yao
, Huiyu Wang, Yanning Shao, Zhanjun Huang, Shengxian Cao, Qingchuan Ma:
Multi-state delayed echo state network with empirical wavelet transform for time series prediction. Appl. Intell. 54(6): 4646-4667 (2024)- [j15]Xianshuang Yao, Yao Wang, Di Ma, Shengxian Cao, Qingchuan Ma:
Fractional-integer-order echo state network for time series prediction. Appl. Soft Comput. 153: 111289 (2024) - [j14]Xianshuang Yao, Huiyu Wang, Zhanjun Huang:
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction. Appl. Soft Comput. 163: 111900 (2024) - [j13]Xianwen Xiong, Xianshuang Yao, Zhanjun Huang:
Stability analysis of linear systems with multiple time-varying delays via a region partitioning approach and reciprocally convex combination lemmas. Commun. Nonlinear Sci. Numer. Simul. 137: 108134 (2024) - 2022
- [j12]Xianshuang Yao, Yanning Shao, Siyuan Fan, Shengxian Cao:
Echo state network with multiple delayed outputs for multiple delayed time series prediction. J. Frankl. Inst. 359(18): 11089-11107 (2022) - [j11]Zhanshan Wang, Xianshuang Yao, Tieshan Li, Huaguang Zhang:
Design of PID Controller Based on Echo State Network With Time-Varying Reservoir Parameter. IEEE Trans. Cybern. 52(7): 6615-6626 (2022) - 2021
- [j10]Xianshuang Yao, Siyuan Fan, Bo Zhao, Shengxian Cao:
Corrigendum to "Controller Design Based on Echo State Network with Delay Output for Nonlinear System". Complex. 2021: 3041205:1-3041205:1 (2021) - [j9]Xianshuang Yao, Zhanshan Wang, Zhanjun Huang:
A stability criterion for discrete-time fractional-order echo state network and its application. Soft Comput. 25(6): 4823-4831 (2021) - [j8]Zhanshan Wang, Xianshuang Yao, Zhanjun Huang, Lei Liu:
Deep Echo State Network With Multiple Adaptive Reservoirs for Time Series Prediction. IEEE Trans. Cogn. Dev. Syst. 13(3): 693-704 (2021) - 2020
- [j7]Xianshuang Yao, Siyuan Fan, Bo Zhao, Shengxian Cao:
Controller Design Based on Echo State Network with Delay Output for Nonlinear System. Complex. 2020: 8643029:1-8643029:6 (2020) - [j6]Xianshuang Yao, Zhanshan Wang:
Fractional Order Echo State Network for Time Series Prediction. Neural Process. Lett. 52(1): 603-614 (2020)
2010 – 2019
- 2019
- [j5]Xianshuang Yao, Zhanshan Wang:
An intelligent interconnected network with multiple reservoir computing. Appl. Soft Comput. 78: 286-295 (2019) - [j4]Xianshuang Yao, Zhanshan Wang, Huaguang Zhang:
A novel photovoltaic power forecasting model based on echo state network. Neurocomputing 325: 182-189 (2019) - [j3]Xianshuang Yao, Zhanshan Wang:
Broad echo state network for multivariate time series prediction. J. Frankl. Inst. 356(9): 4888-4906 (2019) - [j2]Xianshuang Yao, Zhanshan Wang, Huaguang Zhang:
Prediction and identification of discrete-time dynamic nonlinear systems based on adaptive echo state network. Neural Networks 113: 11-19 (2019) - 2018
- [j1]Xianshuang Yao, Zhanshan Wang, Huaguang Zhang:
Identification method for a class of periodic discrete-time dynamic nonlinear systems based on Sinusoidal ESN. Neurocomputing 275: 1511-1521 (2018) - 2017
- [c1]Xianshuang Yao, Zhanshan Wang, Huaguang Zhang:
Parameter Identification for a Class of Nonlinear Systems Based on ESN. ICONIP (4) 2017: 231-238
Coauthor Index
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