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A brain-inspired algorithm that mitigates catastrophic forgetting of artificial and spiking neural networks with low computational cost
期刊论文
SCIENCE ADVANCES, 2023, 卷号: 9, 期号: 34, 页码: 12
作者:
Zhang, Tielin
;
Cheng, Xiang
;
Jia, Shuncheng
;
Li, Chengyu T.
;
Poo, Mu-ming
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Continuous-Time Stochastic Policy Iteration of Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 13
作者:
Wei, Qinglai
;
Zhou, Tianmin
;
Lu, Jingwei
;
Liu, Yu
;
Su, Shuai
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/17
Adaptive dynamic programming (ADP)
Hamilton-Jacobi-Bellman equation (HJBE)
nonlinear stochastic system
stochastic policy iteration (PI)
An Age-Dependent and State-Dependent Adaptive Prognostic Approach for Hidden Nonlinear Degrading System
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 907-921
作者:
Zhenan Pang
;
Xiaosheng Si
;
Changhua Hu
;
Zhengxin Zhang
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2022/04/24
Expectation-maximization (EM)
hidden degradation state
Kalman filter (KF)
remaining useful life (RUL)
unit-to-unit variability
Online algorithm for variance components estimation
期刊论文
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2021, 卷号: 97, 页码: 13
作者:
Zhang, Xinggang
;
Lu, Xiaochun
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  |  
浏览/下载:31/0
  |  
提交时间:2021/11/29
Batch-EM algorithm
Stochastic approximation
Precise point positioning
Kalman filter
Optimal energy management of residential battery storage under uncertainty
期刊论文
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2021, 卷号: 31, 期号: 2, 页码: -
作者:
Su, Hao
;
Zhou, Yun
;
Feng, Donghan
;
Li, Hengjie
;
Numan, Muhammad
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  |  
浏览/下载:23/0
  |  
提交时间:2021/03/12
PV SYSTEMS
SOLAR PV
OPTIMIZATION
OPERATION
POWER
FORECAST
LOAD
COORDINATION
MICROGRIDS
RESOURCES
Strength of Stacking Technique of Ensemble Learning in Rockburst Prediction with Imbalanced Data: Comparison of Eight Single and Ensemble Models
期刊论文
NATURAL RESOURCES RESEARCH, 2021, 页码: 21
作者:
Yin, Xin
;
Liu, Quansheng
;
Pan, Yucong
;
Huang, Xing
;
Wu, Jian
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/05/25
Rockburst prediction
Ensemble learning
Stacking technique
Class imbalance
Outlier detection and substitution
Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1465-1476
作者:
Donglei Zheng
;
Le Zhou
;
Zhihuan Song
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  |  
浏览/下载:19/0
  |  
提交时间:2021/06/11
Fault detection
kernel method
multi-rate process
probability principal component analysis (PPCA)
An Efficient Numerical Algorithm for Solving Data Driven Feedback Control Problems
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2020, 卷号: 85, 期号: 2, 页码: 27
作者:
Archibald, Richard
;
Bao, Feng
;
Yong, Jiongmin
;
Zhou, Tao
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  |  
浏览/下载:7/0
  |  
提交时间:2021/01/14
Stochastic optimal control
Nonlinear filtering
Data driven
Maximum principle
Stochastic optimization
Gradient estimates for nonlinear diffusion semigroups by coupling methods
期刊论文
SCIENCE CHINA-MATHEMATICS, 2020, 页码: 16
作者:
Song, Yongsheng
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  |  
浏览/下载:16/0
  |  
提交时间:2020/05/24
gradient estimates
coupling methods
G-expectation
nonlinear PDEs
Limit theorems with rate of convergence under sublinear expectations
期刊论文
BERNOULLI, 2019, 卷号: 25, 期号: 4A, 页码: 2564-2596
作者:
Fang, Xiao
;
Peng, Shige
;
Shao, Qi-Man
;
Song, Yongsheng
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  |  
浏览/下载:75/0
  |  
提交时间:2020/01/10
central limit theorem
G-normal distribution
law of large numbers
rate of convergence
Stein's method
sublinear expectation
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