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Continual Multiview Task Learning via Deep Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 139-150
Authors:  Sun G(孙干);  Cong Y(丛杨);  Zhang, Yulun;  Zhao GS(赵国帅);  Fu Y(付昀)
Adobe PDF(2443Kb)  |  Favorite  |  View/Download：22/1  |  Submit date：2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
What and How: Generalized Lifelong Spectral Clustering via Dual Memory 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 页码: 1-13
Authors:  Sun G(孙干);  Cong Y(丛杨);  Dong JH(董家华);  Liu YY(刘宇阳);  Ding ZM(丁正明);  Yu HB(于海斌)
Adobe PDF(14262Kb)  |  Favorite  |  View/Download：11/0  |  Submit date：2021/02/27
Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
Adobe PDF(3569Kb)  |  Favorite  |  View/Download：32/2  |  Submit date：2021/02/27
Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
Review of palm vein recognition 期刊论文
IET BIOMETRICS, 2020, 卷号: 9, 期号: 1, 页码: 1-10
Authors:  Wu W(吴微);  Elliott, Stephen John;  Lin S(林森);  Sun, Shenshen;  Tang YD(唐延东)
Adobe PDF(1563Kb)  |  Favorite  |  View/Download：141/31  |  Submit date：2020/02/17
Decoding multiclass motor imagery EEG from the same upper limb by combining Riemannian geometry features and partial least squares regression 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2020, 卷号: 17, 期号: 4, 页码: 1-18
Authors:  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zou YJ(邹宜君);  Xu WL(徐卫良);  Song GL(宋国立);  Han JD(韩建达);  Zhao YW(赵忆文)
Adobe PDF(1662Kb)  |  Favorite  |  View/Download：124/15  |  Submit date：2020/09/12
motor imagery EEG  same upper limb  Riemannian geometry features  partial least squares regression  brain-machine interface  
Research of HRV as a Measure of Mental Workload in Human and Dual-Arm Robot Interaction 期刊论文
ELECTRONICS, 2020, 卷号: 9, 期号: 12, 页码: 1-17
Authors:  Shao SL(邵士亮);  Wang T(王挺);  Wang YL(王勇亮);  Su Y(苏贇);  Song CH(宋纯贺);  Yao C(姚辰)
Adobe PDF(1990Kb)  |  Favorite  |  View/Download：55/5  |  Submit date：2021/01/17
human-robot interaction  mental workload  heart rate variability  machine learning  
Multilinear Multitask Learning by Rank-Product Regularization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 4, 页码: 1336-1350
Authors:  Zhao Q(赵谦);  Rui, Xiangyu;  Han Z(韩志);  Meng DY(孟德宇)
Adobe PDF(2338Kb)  |  Favorite  |  View/Download：141/37  |  Submit date：2020/05/03
Multilinear  multitask learning (MTL)  rank product  tensor sparsity  
Unified Low-Rank Matrix Estimate via Penalized Matrix Least Squares Approximation 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2019, 卷号: 30, 期号: 2, 页码: 474-485
Authors:  Chang, Xiangyu;  Zhong, Yan;  Wang Y(王尧);  Lin SB(林绍波)
Adobe PDF(1882Kb)  |  Favorite  |  View/Download：104/21  |  Submit date：2018/07/31
Degrees of freedom  low-rank matrix estimate  multivariate linear regression  multivariate quantile regression (QR)  
Low-cost biometric recognition system based on NIR palm vein image 期刊论文
IET BIOMETRICS, 2019, 卷号: 8, 期号: 3, 页码: 206-214
Authors:  Wu W(吴微);  Elliott, Stephen John;  Lin S(林森);  Yuan, Weiqi
Adobe PDF(2505Kb)  |  Favorite  |  View/Download：105/21  |  Submit date：2019/05/12
Adaptive Hybrid Classifier for Myoelectric Pattern Recognition Against the Interferences of Outlier Motion, Muscle Fatigue, and Electrode Doffing 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2019, 卷号: 27, 期号: 5, 页码: 1071-1080
Authors:  Ding QC(丁其川);  Zhao XG(赵新刚);  Han JD(韩建达);  Bu CG(卜春光);  Wu CD(吴成东)
Adobe PDF(2259Kb)  |  Favorite  |  View/Download：191/53  |  Submit date：2019/06/18
Surface electromyography (sEMG)  myoelectric prosthesis  adaptive classifier  online update