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A Decoding Scheme for Incomplete Motor Imagery EEG With Deep Belief Network 期刊论文
FRONTIERS IN NEUROSCIENCE, 2018, 卷号: 12, 页码: 1-17
Authors:  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zou YJ(邹宜君);  Xu WL(徐卫良);  Han JD(韩建达);  Zhao YW(赵忆文)
View  |  Adobe PDF(3629Kb)  |  Favorite  |  View/Download:89/14  |  Submit date:2018/10/22
brain-computer interface  decoding scheme  incomplete motor imagery EEG  power spectral density  deep belief network  
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)
View  |  Adobe PDF(1428Kb)  |  Favorite  |  View/Download:447/109  |  Submit date:2015/07/05
Eeg-fnirs  HAnd Clenching Force And Speed  Motor Imagery  Joint Mutual Information (Jmi)  Extreme Learning Machines (Elms)  
基于EEG和fNIRS的多模态脑-机接口系统研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2014
Authors:  徐保磊
Adobe PDF(4936Kb)  |  Favorite  |  View/Download:847/28  |  Submit date:2014/07/18
脑-机接口  运动想象  运动参数想象  脑电  功能性近红外光谱  多模态  
Single-trial decoding of imagined grip force parameters involving the right or left hand based on movement-related cortical potentials 期刊论文
CHINESE SCIENCE BULLETIN, 2014, 卷号: 59, 期号: 16, 页码: 1907-1916
Authors:  Fu YF(伏云发);  Xu BL(徐保磊);  Li YC(李永程);  Wang YC(王越超);  Yu, Zhengtao;  Li HY(李洪谊)
View  |  Adobe PDF(571Kb)  |  Favorite  |  View/Download:962/56  |  Submit date:2014/05/14
Electroencephalogram (Eeg)  Movement-related Cortical Potentials (Mrcp)  Imagined Grip Force Parameters  Single-trial Decoding  Brain–computer Interfaces (Bcis)  
基于脑认知的脑控机器人接口研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2012
Authors:  伏云发
Adobe PDF(2802Kb)  |  Favorite  |  View/Download:1047/34  |  Submit date:2012/07/27
脑控机器人接口  脑认知  运动速度想象  握力变化想象  脑-机接口