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CASIA OpenIR
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Multi-modal fusion for robust hand gesture recognition based on heterogeneous networks 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 页码: 12
作者:  Zou, Yongxiang;  Cheng, Long;  Han, Lijun;  Li, Zhengwei
收藏  |  浏览/下载：71/0  |  提交时间：2023/11/16
leap motion  sEMG  multi-modal  graph neural network  hand gesture recognition  
Reconstruction of incomplete surface electromyography based on an adversarial autoencoder network 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 86, 页码: 11
作者:  Zou, Yongxiang;  Cheng, Long;  Han, Lijun
收藏  |  浏览/下载：37/0  |  提交时间：2023/11/17
Adversarial autoencoder  Missing sEMG  Signal reconstruction  Self-mask  Multi-view discriminator  
Decoding Electromyographic Signal With Multiple Labels for Hand Gesture Recognition 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2023, 卷号: 30, 页码: 483-487
作者:  Zou, Yongxiang;  Cheng, Long;  Han, Lijun;  Li, Zhengwei;  Song, Luping
收藏  |  浏览/下载：98/0  |  提交时间：2023/11/17
Feature extraction  Gesture recognition  Decoding  Aggregates  Muscles  Hospitals  Graph neural networks  Electromyogram decoding  graph neural network  hand gesture recognition  multiple labels  
A Multimodal Fusion Model for Estimating Human Hand Force Comparing surface electromyography and ultrasound signals 期刊论文
IEEE ROBOTICS & AUTOMATION MAGAZINE, 2022, 卷号: 29, 期号: 4, 页码: 10-24
作者:  Zou, Yongxiang;  Cheng, Long;  Li, Zhengwei
收藏  |  浏览/下载：168/0  |  提交时间：2023/02/22
Force  Ultrasonic imaging  Muscles  Robots  Feature extraction  Estimation  Exoskeletons  
A time-series augmentation method based on empirical mode decomposition and integrated LSTM neural network 会议论文
, Glasgow, 2022-07
作者:  chenguang li;  hongjun yang;  long cheng
Adobe PDF(1725Kb)  |  收藏  |  浏览/下载：77/30  |  提交时间：2023/06/25
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：291/34  |  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  
A Rapid Spiking Neural Network Approach With an Application on Hand Gesture Recognition 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 13, 期号: 1, 页码: 151-161
作者:  Cheng, Long;  Liu, Yang;  Hou, Zeng-Guang;  Tan, Min;  Du, Dajun;  Fei, Minrui
收藏  |  浏览/下载：212/0  |  提交时间：2021/04/27
Forward propagation  hand gesture recognition  spiking neural networks (SNNs)  surface electromyography  
Iterative assist-as-needed control with interaction factor for rehabilitation robots 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2021, 页码: 11
作者:  Cao, Ran;  Cheng, Long;  Yang, ChenGuang;  Dong, Zhe
Adobe PDF(1837Kb)  |  收藏  |  浏览/下载：189/34  |  提交时间：2021/03/01
human-robot interaction  impedance  stiffness  control  rehabilitation  
Spiking-Neural-Network Based Fugl-Meyer Hand Gesture Recognition For Wearable Hand Rehabilitation Robot 会议论文
IJCNN, Rio de Janeiro，Brazil, 2018-7
作者:  Liu, Yang;  Cheng, Long
浏览  |  Adobe PDF(9398Kb)  |  收藏  |  浏览/下载：234/83  |  提交时间：2019/04/30
Spiking Neural Networks, Surface Electromyography, Fugl-meyer Assessment, Hand Gesture Recogniton, Spikeprop  
Spiking-neural-network based Fugl-Meyer hand gesture recognition for wearable hand rehabilitation robot 会议论文
, Rio de Janerio, 8-13 July. 2018
作者:  Yang Liu;  Long Cheng
收藏  |  浏览/下载：43/0  |  提交时间：2019/02/14