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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
Fugl-Meyer hand motor imagination recognition for brain-computer interfaces using only fNIRS 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 11
作者:  Li, Chenguang;  Yang, Hongjun;  Cheng, Long
Adobe PDF(1767Kb)  |  收藏  |  浏览/下载：229/33  |  提交时间：2021/03/01
Brain-computer interface  Functional near-infrared spectroscopy (fNIRS)  Motor imagery  Classification  Empirical mode decomposition  
A Multimodal Framework Based on Integration of Cortical and Muscular Activities for Decoding Human Intentions About Lower Limb Motions 期刊论文
IEEE Transactions on Biomedical Circuits and Systems, 2017, 卷号: 11, 期号: 4, 页码: 889–899
作者:  Cui, Chengkun;  Bian, Gui-Bin;  Hou, Zeng-Guang;  Zhao, Jun;  Zhou, Hao
浏览  |  Adobe PDF(766Kb)  |  收藏  |  浏览/下载：445/107  |  提交时间：2018/05/31
Electroencephalogram (Eeg)  Electromyogram (Emg)  Human-robot Interaction  Mechanomyogram (Mmg)  Motion Intention Recognition  Multimodal Fusion  
Multi-scale wavelet kernel extreme learning machine for EEG feature classification 会议论文
, Shengyang, China, June 8-12, 2015
作者:  Liu Q(刘祺);  Zhao XG(赵晓光);  Hou ZG(侯增广);  Liu HG(刘洪广)
Adobe PDF(445Kb)  |  收藏  |  浏览/下载：290/103  |  提交时间：2017/06/19
Metric learning for event-related potential component classification in EEG signals 会议论文
, Lisbon, Portugal, 1-5 Sept. 2014
作者:  Liu Q(刘祺);  Zhao XG(赵晓光);  Hou ZG(侯增广)
Adobe PDF(463Kb)  |  收藏  |  浏览/下载：291/95  |  提交时间：2017/06/19