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NIRS-based classification of clench force and speed motor imagery with the use of empirical mode decomposition for BCI 期刊论文
Medical Engineering and Physics, 2015, 卷号: 37, 期号: 3, 页码: 280-286
Authors:  Yin XX(尹旭贤);  Xu BL(徐保磊);  Jiang ZH(蒋长好);  Fu YF(伏云发);  Wang ZD(王志东);  Li HY(李洪谊);  Shi G(石刚)
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Brain-computer Interface(Bci)  Near-infrared Spectroscopy(Nirs)  Empirical Mode Decomposition(Emd)  Joint Mutual Information(Jmi)  
A hybrid BCI based on EEG and fNIRS signals improves the performance of decoding motor imagery of both force and speed of hand clenching 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2015, 卷号: 12, 期号: 3
Authors:  Yin XX(尹旭贤);  Xu BL(徐保磊);  Jiang ZH(蒋长好);  Fu YF(伏云发);  Wang ZD(王志东);  Li HY(李洪谊);  Shi G(石刚)
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Eeg-fnirs  HAnd Clenching Force And Speed  Motor Imagery  Joint Mutual Information (Jmi)  Extreme Learning Machines (Elms)  
Classification of Hemodynamic Responses Associated With Force and Speed Imagery for a Brain-Computer Interface 期刊论文
JOURNAL OF MEDICAL SYSTEMS, 2015, 卷号: 39, 期号: 5, 页码: 1-8
Authors:  Yin XX(尹旭贤);  Xu BL(徐保磊);  Jiang ZH(蒋长好);  Fu YF(伏云发);  Wang ZD(王志东);  Li HY(李洪谊);  Shi G(石刚)
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Functional Near-infrared Spectroscopy (Fnirs)  Brain-computer Interface (Bci)  Joint Mutual Information (Jmi)  Extreme Learning Machine (Elm)  Force/speed Imagery  
Enhanced Performance by Time-Frequency-Phase Feature for EEG-Based BCI Systems 期刊论文
SCIENTIFIC WORLD JOURNAL, 2014, 卷号: 2014, 页码: 1-10
Authors:  Xu BL(徐保磊);  Fu YF(伏云发);  Shi G(石刚);  Yin XX(尹旭贤);  Wang ZD(王志东);  Li HY(李洪谊);  Jiang ZH(蒋长好)
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Brain-computer-interface  
Improving Classification by Feature Discretization and Optimization for fNIRS-based BCI 期刊论文
Journal of Biomimetics Biomaterials and Tissue Engineering, 2014, 卷号: 19, 期号: 1, 页码: 1-5
Authors:  Xu BL(徐保磊);  Fu YF(伏云发);  Shi G(石刚);  Yin XX(尹旭贤);  Wang ZD(王志东);  Li HY(李洪谊)
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Brain Computer Interface  Bci  Fnirs  Feature Discretization  Feature Selection  
Phase Information for Classification Between Clench Speed and Clench Force Motor Imagery 期刊论文
Sensors & Transducers, 2014, 卷号: 170, 期号: 5, 页码: 234-240
Authors:  Xu BL(徐保磊);  Fu YF(伏云发);  Shi G(石刚);  Yin XX(尹旭贤);  Wang ZD(王志东);  Li HY(李洪谊)
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Phase  Brain-computer Interface (Bci)  Motor Parameters Imagery  Memd  Hilbert Transform  
Identification of motor imagery parameters from EEG using SVM 会议论文
Proceedings of the International Conference on Information Technology and Computer Application Engineering (ITCAE 2013), Hongkong, August 27-28, 2013
Authors:  Xu BL(徐保磊);  Fu YF(伏云发);  Shi G(石刚);  Wang ZD(王志东);  Li HY(李洪谊)
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Comparison of optical and concentration feature used for fNIRS-based BCI system using HMM 会议论文
Applied Mechanics and Materials, Tianjin, China, August 17-18, 2013
Authors:  Xu BL(徐保磊);  Fu YF(伏云发);  Shi G(石刚);  Yin XX(尹旭贤);  Miao L(缪磊);  Wang ZD(王志东);  Li HY(李洪谊)
Adobe PDF(329Kb)  |  Favorite  |  View/Download:385/76  |  Submit date:2013/12/26
Brain Computer Interface  Electronics Engineering  Feature Extraction  Hidden Markov Models  Optical Signal Processing  
Recognition of Hemodynamic Responses for Mental Arithmetic Using Support Vector Machine 会议论文
Proceeding of the IEEE International Conference on Robotics and Biomimetics (ROBIO), Shenzhen, China, December 12-14, 2013
Authors:  Yin XX(尹旭贤);  Xu BL(徐保磊);  Wang ZD(王志东);  Li HY(李洪谊);  Shi G(石刚)
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Software digital lock-in amplifier in the application of fNIRS system 会议论文
Applied Mechanics and Materials, Guilin, China, April 23-24, 2013
Authors:  Yin XX(尹旭贤);  Xu BL(徐保磊);  Wang ZD(王志东);  Li HY(李洪谊);  Shi G(石刚)
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