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A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer's Disease Using Three Paradigms With Various Task Difficulties 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 卷号: 32, 页码: 1456-1465
作者:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
Adobe PDF(10190Kb)  |  收藏  |  浏览/下载：21/5  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
A Classification Framework Based on Multi-modal Features for Detection of Cognitive Impairments 会议论文
, Xi'an, 2022.12.16-2022.12.18
作者:  Chen Sheng;  Xie Haiqun;  Yang Hongjun;  Fan Chenchen;  Hou Zeng-Guang;  Zhang Chutian
Adobe PDF(974Kb)  |  收藏  |  浏览/下载：23/10  |  提交时间：2024/05/29
Mild cognitive impairment  EEG  Machine learning  
Bilinear neural network with 3-D attention for brain decoding of motor imagery movements from the human EEG 期刊论文
Cognitive Neurodynamics, 2020, 卷号: vol. 15, 页码: 181–189
作者:  Fan, Chen-Chen;  Yang, Hongjun;  Hou, Zeng-Guang;  Ni, Zhen-Liang;  Chen, Sheng;  Fang, Zhijie
Adobe PDF(1039Kb)  |  收藏  |  浏览/下载：89/30  |  提交时间：2023/06/02
Enhanced Motor Imagery Based Brain- Computer Interface via FES and VR for Lower Limbs 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 8, 页码: 1846-1855
作者:  Ren, Shixin;  Wang, Weiqun;  Hou, Zeng-Guang;  Liang, Xu;  Wang, Jiaxing;  Shi, Weiguo
Adobe PDF(1893Kb)  |  收藏  |  浏览/下载：314/56  |  提交时间：2020/09/07
Brain computer interface  functional electrical stimulation (FES)  virtual reality  enhanced motor imagery  rehabilitation training  
Quantitative Assessment of Upper-Limb Motor Function for Post-Stroke Rehabilitation Based on Motor Synergy Analysis and Multi-Modality Fusion 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 4, 页码: 943-952
作者:  Wang, Chen;  Peng, Liang;  Hou, Zeng-Guang;  Li, Jingyue;  Zhang, Tong;  Zhao, Jun
Adobe PDF(2148Kb)  |  收藏  |  浏览/下载：331/53  |  提交时间：2020/06/22
Post-stroke hemiparesis  upper limb functional assessment  motor synergies  multi-modality fusion  motion capture technology  electromyography (EMG)  
Estimation of Lower Limb Periodic Motions from sEMG Using Least Squares Support Vector Regression 期刊论文
NEURAL PROCESSING LETTERS, 2015, 期号: 3, SI, 页码: 371-388
作者:  Li, Q. L.;  Song, Y.;  Hou, Z. G.;  Z. G. Hou
浏览  |  Adobe PDF(3226Kb)  |  收藏  |  浏览/下载：188/49  |  提交时间：2018/01/05
Semg  Ls-svr  Motion Estimation  Neural Network  
sEMG-Based Torque Estimation for Robot-Assisted Lower Limb Rehabilitation 会议论文
Biomedical applications, Ireland, July 12-17, 2015
作者:  Peng, Long;  Hou, Zengguang;  Kasabov, Nikola;  Hu, Jin;  Peng, Liang;  Wang, Weiqun
浏览  |  Adobe PDF(267Kb)  |  收藏  |  浏览/下载：343/111  |  提交时间：2017/01/11
Emg  Torque Estimation  Rehabilitation Robot  
A Practical EMG-Driven Musculoskeletal Model for Dynamic Torque Estimation of Knee Joint 会议论文
Robotics and Biomimetics, Zhuhai, December 6-9, 2015
作者:  Peng, Long;  Hou, Zengguang;  Peng, Liang;  Wang, Weiqun
浏览  |  Adobe PDF(1522Kb)  |  收藏  |  浏览/下载：304/104  |  提交时间：2017/01/11
Emg  Musculoskeletal Model  Torque Estimation  
An Inversion-free Fuzzy Predictive Control for Piezoelectric Actuators 会议论文
中国青岛, 中国青岛, 2015-5-23至2015-5-25
作者:  Liu WC(刘伟川);  Cheng L(程龙);  Wang HM(王洪明);  Hou ZG(侯增广);  Tan M(谭民);  long cheng
浏览  |  Adobe PDF(1256Kb)  |  收藏  |  浏览/下载：338/93  |  提交时间：2016/06/22
Piezoelectric Actuators  Hysteresis  Fuzzy Modeling  Model Predictive Control  
An Inversion-free Model Predictive Control with Error Compensation for Piezoelectric Actuators 会议论文
2015 American Control Conference, Chicago, IL, USA, July 1-3, 2015
作者:  Liu WC(刘伟川);  Cheng L(程龙);  Hou ZG(侯增广);  Tan M(谭民);  long cheng
浏览  |  Adobe PDF(2042Kb)  |  收藏  |  浏览/下载：268/87  |  提交时间：2016/06/22
Hysteresis  Neural Network Modeling  Dynamic Linearization  Model Predictive Control  Piezoelectric Actuators