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大连理工大学 [8]
自动化研究所 [4]
清华大学 [3]
兰州理工大学 [2]
西安交通大学 [2]
北京航空航天大学 [1]
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期刊论文 [17]
会议论文 [5]
学位论文 [1]
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2017 [2]
2016 [7]
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Echo State Network With Probabilistic Regularization for Time Series Prediction
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1743-1753
作者:
Xiufang Chen
;
Mei Liu
;
Shuai Li
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/07/20
Echo state network (ESN)
noise
probabilistic regularization
robustness
An echo state network based approach to room classification of office buildings
期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 319-328
作者:
Shi, Guang
;
Zhao, Bo
;
Li, Chao
;
Wei, Qinglai
;
Liu, Derong
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  |  
浏览/下载:21/0
  |  
提交时间:2019/07/12
Power consumption
Room classification
Echo state networks
Neural networks
Application of a Hybrid Model Based on Echo State Network and Improved Particle Swarm Optimization in PM2.5 Concentration Forecasting: A Case Study of Beijing, China
期刊论文
SUSTAINABILITY, 2019, 卷号: 11
作者:
Xu, Xinghan
;
Ren, Weijie
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  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
air quality
PSO
ESN
hybrid model
PM2
5 forecasting
sustainable development
Spatio-Temporal Interpolated Echo State Network for Meteorological Series Prediction
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 页码: 1621-1634
作者:
Xu, Meiling
;
Yang, Yuanzhe
;
Han, Min
;
Qiu, Tie
;
Lin, Hongfei
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Echo state networks (ESN)
elastic-net algorithm
interpolation
spatio-temporal series prediction
Prediction of blood glucose concentration for type 1 diabetes based on echo state networks embedded with incremental learning
期刊论文
Neurocomputing, 2019
作者:
Li N.
;
Tuo J.
;
Wang Y.
;
Wang M.
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  |  
浏览/下载:11/0
  |  
提交时间:2019/12/11
Blood glucose prediction
Continuous glucose monitoring systems (CGMS)
Echo state networks (ESN)
Feedback network
Incremental learning
Three-Dimensional Local Energy-Based Shape Histogram (3D-LESH): A Novel Feature Extraction Technique
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2018, 卷号: 112, 页码: 388-400
作者:
Wajid, Summrina Kanwal
;
Hussain, Amir
;
Huang, Kaizhu
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  |  
浏览/下载:7/0
  |  
提交时间:2019/11/19
Magnetic resonance imaging (MRI)
Support vector machine (SVM)
Extreme learning machine (ELM)
Local energy-based shape histogram (LESH)
Clinical decision support system (CDSS)
Echo state network (ESN)
基于神经网络的建筑能耗分析与优化
学位论文
工学博士, 北京: 中国科学院大学, 2017
作者:
石光
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浏览/下载:122/0
  |  
提交时间:2017/05/25
建筑能耗
神经网络
回声状态网
自适应动态规划
预测
分类
优化
Echo state network-based Q-learning method for optimal battery control of offices combined with renewable energy
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 7, 页码: 915-922
作者:
Shi, Guang
;
Liu, Derong
;
Wei, Qinglai
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  |  
浏览/下载:14/0
  |  
提交时间:2017/02/23
Recurrent Neural Nets
Neurocontrollers
Learning (Artificial Intelligence)
Office Environment
Optimal Control
Solar Power
Energy Consumption
Time Series
Secondary Cells
Energy Management Systems
Function Approximation
Echo State Network-based Q-learning Method
Optimal Battery Control
Renewable Energy
Optimal Energy Management
Solar Energy
Energy Consumption
Energy Demand
Time Series
Real-time Electricity Rate
Periodic Functions
Q-function
Optimal Charging Strategy
Optimal Discharging Strategy
Optimal Idle Strategy
Numerical Analysis
Modeling of the characteristic parameter of machined joints based on echo state network algorithm
期刊论文
Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2016, 卷号: 37, 期号: 4, 页码: 772-778
作者:
Yang, Hongping
;
Zhao, Yu
;
Zhao, Rongzhen
;
Li, Weiqian
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  |  
浏览/下载:25/0
  |  
提交时间:2020/11/14
Deformation
Models
Neural networks
Calculation accuracy
Characteristic parameter
Contact characteristics
Echo state networks
Experimental conditions
Mechanical structures
Non-linear relationships
Normal contact stiffness
Prediction of the Vertical Roller Mill Key Parameters Based on Optimized ESN Algorithm
期刊论文
PROCEEDINGS OF 2016 5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), 2016, 页码: 257-262
作者:
Long, Tao
;
Fang, Yilin*
;
Liu, Quan
;
Liu, Aiming
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  |  
浏览/下载:5/0
  |  
提交时间:2019/12/04
Echo state network
Ensemble empirical mode decomposition
Fruit fly optimization algorithm
Vertical roller mill
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