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Learning chaotic systems from noisy data via multi-step optimization and adaptive training
期刊论文
CHAOS, 2022, 卷号: 32, 期号: 12, 页码: 16
作者:
Zhang, Lei
;
Tang, Shaoqiang
;
He, Guowei
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/01/12
Sparse system identification for stochastic systems with general observation sequences
期刊论文
AUTOMATICA, 2020, 卷号: 121, 页码: 13
作者:
Zhao, Wenxiao
;
Yin, George
;
Bai, Er-Wei
收藏
  |  
浏览/下载:95/0
  |  
提交时间:2021/01/14
Stochastic system
Sparse identification
Feedback control
Strong consistency
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2310-2323
作者:
Du, Changde
;
Du, Changying
;
Huang, Lijie
;
He, Huiguang
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  |  
浏览/下载:63/0
  |  
提交时间:2019/12/16
Deep neural network (DNN)
image reconstruction
multiview learning
neural decoding
variational Bayesian inference
Sparse-Aware Bias-Compensated Adaptive Filtering Algorithms Using the Maximum Correntropy Criterion for Sparse System Identification with Noisy Input
期刊论文
ENTROPY, 2018, 卷号: 20
作者:
Ma, Wentao
;
Zheng, Dongqiao
;
Zhang, Zhiyu
;
Duan, Jiandong
;
Qiu, Jinzhe
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  |  
浏览/下载:8/0
  |  
提交时间:2019/11/19
bias-compensated
sparse system identification
proportionate update
correntropy-induced metric
noisy input
maximum correntropy criterion
Sparse Normalized Least Mean Absolute Deviation Algorithm Based on Unbiasedness Criterion for System Identification With Noisy Input
期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 14379-14388
作者:
Ma, Wentao
;
Li, Ning
;
Li, Yuanhao
;
Duan, Jiandong
;
Chen, Badong
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  |  
浏览/下载:3/0
  |  
提交时间:2019/11/19
sparse system identification
unbiasedness criterion
L-1-norm penalty constraint
Normalized least mean absolute deviation
Classification of vessel motion pattern in inland waterways based on Automatic Identification System
期刊论文
Ocean Engineering, 2018, 卷号: 161, 页码: 69-76
作者:
Chen, Zhijun
;
Xue, Jie
;
Wu, Chaozhong*
;
Qin, LingQiao
;
Liu, Liqun
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/04
Waterway transportation
Classification model
Vessel motion pattern
Sparse reconstruction
Automatic Identification System
Robust proportionate adaptive filter based on maximum correntropy criterion for sparse system identification in impulsive noise environments
期刊论文
SIGNAL IMAGE AND VIDEO PROCESSING, 2018, 卷号: 12, 页码: 117-124
作者:
Ma, Wentao
;
Zheng, Dongqiao
;
Zhang, Zhiyu
;
Duan, Jiandong
;
Chen, Badong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
Impulsive noises
Sparse system identification
Correntropy
Proportionate
Proportionate adaptive filtering algorithms based on mixed square/fourth error criterion with unbiasedness criterion for sparse system identification
期刊论文
International Journal of Adaptive Control and Signal Processing, 2018, 卷号: 32, 页码: 1644-1654
作者:
Ma, Wentao
;
Duan, Jiandong
;
Cao, Jiuwen
;
Li, Yingsong
;
Chen, Badong
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  |  
浏览/下载:5/0
  |  
提交时间:2019/11/26
Adaptive filtering algorithms
Least mean squares
Non-Gaussian noise
proportionate
Solving sparse systems
Sparse system identification
Steady-state misalignments
unbiasedness criterion
Proportionate NLMS with Unbiasedness Criterion for Sparse System Identification in the Presence of Input and Output Noises
期刊论文
IEEE Transactions on Circuits and Systems II: Express Briefs, 2018, 卷号: 65, 页码: 1808-1812
作者:
Ma, Wentao
;
Zheng, Dongqiao
;
Tong, Xiangqian
;
Zhang, Zhiyu
;
Chen, Badong
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/11/26
noisy input
proportionate NLMS
sparse system identification
Unbiasedness criterion
Reconstructing Perceived Images from Human Brain Activities with Bayesian Deep Multi-view Learning
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 期号: 0, 页码: 1-14
作者:
Du Changde
;
Du Changying
;
Huang Lijie
;
He Huiguang
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2019/05/05
Deep Neural Network
Multi-view Learning
Variational Bayesian Inference
Neural Decoding
Image Reconstruction
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