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自动化研究所 [21]
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期刊论文 [106]
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Learning and Controlling Multiscale Dynamics in Spiking Neural Networks Using Recursive Least Square Modifications
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
作者:
Wei, Qinglai
;
Han, Liyuan
;
Zhang, Tielin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/03/27
Direct dynamic programming (DDP)
Lorenz system
multiscale dynamics
point-to-point control
recursive least square (RLS)
spiking neural network (SNN)
Data-Driven Learning Control Algorithms for Unachievable Tracking Problems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 205-218
作者:
Zeyi Zhang
;
Hao Jiang
;
Dong Shen
;
Samer S. Saab
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/01/02
Data-driven algorithms
incomplete information
iterative learning control
gradient information
unachievable problems
RFMNet: Robust Deep Functional Maps for unsupervised non-rigid shape correspondence
期刊论文
GRAPHICAL MODELS, 2023, 卷号: 129, 页码: 11
作者:
Hu, Ling
;
Li, Qinsong
;
Liu, Shengjun
;
Yan, Dong-Ming
;
Xu, Haojun
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  |  
浏览/下载:6/0
  |  
提交时间:2023/11/17
Shape correspondence
Functional maps
Unsupervised learning
Optimal transport
基于KELM与PSO-LSSVM组合核方法的风电功率区间预测研究
期刊论文
自动化与仪表, 2022, 卷号: 37, 期号: 04, 页码: 10-14+20
作者:
郝晓弘
;
薛泽华
;
裴婷婷
;
田岭峰
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  |  
浏览/下载:7/0
  |  
提交时间:2022/06/21
风电功率区间预测
混合核密度估计
熵权法
组合核方法
Extreme learning machine and genetic algorithm in quantitative analysis of sulfur hexafluoride by infrared spectroscopy
期刊论文
APPLIED OPTICS, 2022, 卷号: 61, 期号: 10, 页码: 2834-2841
作者:
Liu, Huan
;
Zhu, Jun
;
Yin, Huan
;
Yan, Qiangqiang
;
Liu, Hong
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  |  
浏览/下载:37/0
  |  
提交时间:2022/04/22
Seasonal and trend forecasting of tourist arrivals: An adaptive multiscale ensemble learning approach
期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2022, 页码: 18
作者:
Xing, Guangyuan
;
Sun, Shaolong
;
Bi, Dan
;
Guo, Ju-e
;
Wang, Shouyang
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  |  
浏览/下载:287/0
  |  
提交时间:2022/04/02
ensemble learning
least square support vector regression
seasonality
tourism demand forecasting
variational mode decomposition
Sliding Mode Control for Hypersonic Vehicle Based on Extreme Learning Machine Neural Network Disturbance Observer
期刊论文
IEEE Access, 2022, 卷号: 10, 页码: 69333-69345
作者:
Gao, Haiyan
;
Tang, Weiqiang
;
Fu, Rong
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  |  
浏览/下载:15/0
  |  
提交时间:2022/08/09
Altitude control
Control theory
Hypersonic aerodynamics
Hypersonic vehicles
Knowledge acquisition
Learning systems
Navigation
Network layers
Sliding mode control
Disturbance observer
Extreme learning machine
Learning machines
Network disturbances
Neural network disturbance observer
Neural-networks
Offset-free tracking
Sliding-mode control
Uncertainty
Vehicle's dynamics
Broad Learning System Based on Maximum Correntropy Criterion
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3083-3097
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
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  |  
浏览/下载:77/0
  |  
提交时间:2021/08/15
Learning systems
Robustness
Standards
Optimization
Training
Perturbation methods
Mean square error methods
Broad learning system (BLS)
incremental learning algorithms
maximum correntropy criterion (MCC)
regression and classification
Discrete-Time Non-Zero-Sum Games With Completely Unknown Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 6, 页码: 2929-2943
作者:
Song, Ruizhuo
;
Wei, Qinglai
;
Zhang, Huaguang
;
Lewis, Frank L.
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  |  
浏览/下载:47/0
  |  
提交时间:2021/08/15
Adaptive critic designs
adaptive dynamic programming
approximate dynamic programming
discrete-time
nonzero-sum (NZS)
off-policy
reinforcement learning (RL)
Comparison of boosted regression trees vs WA-PLS regression on diatom-inferred glacial-interglacial climate reconstruction in Lake Tiancai (southwest China)
期刊论文
QUATERNARY INTERNATIONAL, 2021, 卷号: 580, 页码: 53-66
作者:
Wang, Qian
;
Hamilton, Paul B.
;
Xu, Min
;
Kattel, Giri
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  |  
浏览/下载:15/0
  |  
提交时间:2022/03/10
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