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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：10/1  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
Development and Validation of a Self-Aligning Knee Exoskeleton With Hip Rotation Capability 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 卷号: 32, 页码: 472-481
作者:  Li, Guotao;  Liang, Xu;  Lu, Huijuan;  Su, Tingting;  Hou, Zeng-Guang
收藏  |  浏览/下载：32/0  |  提交时间：2024/03/26
Exoskeletons  Knee  Hip  Kinematics  Iron  Torque  Legged locomotion  Knee exoskeleton  self-aligning mechanism  kinematic compatibility  optimization  
ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 卷号: 32, 页码: 154-165
作者:  Tao, Wei;  Wang, Ze;  Wong, Chi Man;  Jia, Ziyu;  Li, Chang;  Chen, Xun;  Chen, C. L. Philip;  Wan, Feng
收藏  |  浏览/下载：46/0  |  提交时间：2024/03/26
Convolutional neural networks (CNNs)  motor imagery (MI)  brain-computer interface (BCI)  self-attention mechanism  
Design and Optimization of an Index Finger Exoskeleton With Semi-Wrapped Fixtures and Series Elastic Actuators 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 2622-2631
作者:  Sun, Ning;  Cheng, Long;  Xia, Xiuze;  Han, Lijun
收藏  |  浏览/下载：38/0  |  提交时间：2023/11/17
Exoskeletons  Indexes  Force  Kinematics  Springs  Fasteners  Robots  Finger exoskeleton  semi-wrapped fixture  series elastic actuator  two-level optimization method  
Effects of Microstate Dynamic Brain Network Disruption in Different Stages of Schizophrenia 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 2688-2697
作者:  Yan, Tianyi;  Wang, Gongshu;  Liu, Tiantian;  Li, Guoqi;  Wang, Changming;  Funahashi, Shintaro;  Suo, Dingjie;  Pei, Guangying
收藏  |  浏览/下载：93/0  |  提交时间：2023/11/17
Dynamic brain network  information interaction  microstates  resting-state EEG  schizophrenia stages  
Quantitative Assessment of Hand Motor Function for Post-Stroke Rehabilitation Based on HAGCN and Multimodality Fusion 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 2032-2041
作者:  Li, Chenguang;  Yang, Hongjun;  Cheng, Long;  Huang, Fubiao;  Zhao, Shuang;  Li, Dongyue;  Yan, Ruxiu
Adobe PDF(3198Kb)  |  收藏  |  浏览/下载：362/44  |  提交时间：2022/09/19
Hemorrhaging  Thumb  Stroke (medical condition)  Kinematics  Feature extraction  Wrist  Correlation  Hand motor function  quantitative assessment  multi-modality fusion  graph convolutional network  
Time-Distributed Attention Network for EEG-Based Motor Imagery Decoding From the Same Limb 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 496-508
作者:  Ma, Xuelin;  Qiu, Shuang;  He, Huiguang
收藏  |  浏览/下载：205/0  |  提交时间：2022/06/06
Attention mechanism  electroencephalography (EEG)  fine motor imagery  same limb  
Improving Cross-State and Cross-Subject Visual ERP-Based BCI With Temporal Modeling and Adversarial Training 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 369-379
作者:  Ni, Ziyi;  Xu, Jiaming;  Wu, Yuwei;  Li, Mengfan;  Xu, Guizhi;  Xu, Bo
收藏  |  浏览/下载：218/0  |  提交时间：2022/06/06
Brain modeling  Electroencephalography  Visualization  Training  Task analysis  Feature extraction  Adaptation models  Brain-computer interface  temporal modeling  adversarial training  cross-subject  cross-state  
The Assessment of Upper-Limb Spasticity Based on a Multi-Layer Process Using a Portable Measurement System 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2021, 卷号: 29, 页码: 2242-2251
作者:  Wang, Chen;  Peng, Liang;  Hou, Zeng-Guang;  Zhang, Pu
收藏  |  浏览/下载：130/0  |  提交时间：2021/12/28
Spasticity quantification  portable assessment device  modified genetic algorithm  ensemble empirical mode decomposition (EEMD)  multi-layer fusion  
Design and Validation of a Self-Aligning Index Finger Exoskeleton for Post-Stroke Rehabilitation 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2021, 卷号: 29, 页码: 1513-1523
作者:  Sun, Ning;  Li, Guotao;  Cheng, Long
Adobe PDF(3814Kb)  |  收藏  |  浏览/下载：286/66  |  提交时间：2021/11/02
Exoskeletons  Indexes  Kinematics  Training  Force  Electronics packaging  Task analysis  Finger exoskeleton  self-aligning mechanism  kinematic compatibility  kineto-statics