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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
Authors:  Zheng, Yunfei;  Chen, Badong;  Wang, Shiyuan;  Wang, Weiqun
Favorite  |  View/Download:5/0  |  Submit date: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  
Prediction of Human Voluntary Torques Based on Collaborative Neuromusculoskeletal Modeling and Adaptive Learning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 6, 页码: 5217-5226
Authors:  Wang, Weiqun;  Shi, Weiguo;  Hou, Zeng-Guang;  Chen, Badong;  Liang, Xu;  Ren, Shixin;  Wang, Jiaxing;  Peng, Liang
Adobe PDF(13331Kb)  |  Favorite  |  View/Download:36/1  |  Submit date:2021/04/06
Muscles  Adaptation models  Adaptive learning  Force  Calibration  Hip  Electromyography  Adaptive learning  human–  robot interaction  neuromusculoskeletal modeling  parameter calibration  surface electromyography (sEMG) processing  
Associations between MSE and SSIM as cost functions in linear decomposition with application to bit allocation for sparse coding 期刊论文
NEUROCOMPUTING, 2021, 卷号: 422, 页码: 139-149
Authors:  Wang, Jianji;  Chen, Pei;  Zheng, Nanning;  Chen, Badong;  Principe, Jose C.;  Wang, Fei-Yue
Favorite  |  View/Download:26/0  |  Submit date:2021/01/06
Mean Square Error (MSE)  Structural Similarity (SSIM) index  Bit allocation  Sparse coding  Image contrast  
Personalized gait trajectory generation based on anthropometric features using Random Forest 期刊论文
Journal of Ambient Intelligence and Humanized Computing, 2019, 期号: 1, 页码: 1-12
Authors:  Shixin Ren;  Weiqun Wang;  Zeng-Guang Hou;  Badong Chen;  Xu Liang;  Liang Peng
Adobe PDF(2042Kb)  |  Favorite  |  View/Download:16/2  |  Submit date:2021/07/01
Personalized gait  Gait generation  Random Forest  Anthropometric features  Rehabilitation training  
Multivariate Correlation Entropy and Law Discovery in Large Data Sets 期刊论文
IEEE INTELLIGENT SYSTEMS, 2018, 卷号: 33, 期号: 5, 页码: 47-54
Authors:  Wang, Jianji;  Zheng, Nanning;  Chen, Badong;  Chen, Pei;  Chen, Shitao;  Liu, Ziyi;  Wang, Fei-Yue;  Xi, Bao
Favorite  |  View/Download:98/0  |  Submit date:2019/07/12
基于改进共空间模式与视觉反馈的闭环脑机接口 期刊论文
机械工程学报, 2018, 卷号: 39, 期号: 2, 页码: 66-72
Authors:  任士鑫;  王卫群;  侯增广;  陈霸东;  石伟国;  王佳星;  梁旭
Adobe PDF(911Kb)  |  Favorite  |  View/Download:18/3  |  Submit date:2021/07/01
运动想象  脑机接口  互相关熵诱导度量  共空间模式