Dynamic Analysis of Motor Imagery EEG Using Kurtosis Based Independent Component Analysis

Advances in Cognitive Neurodynamics ICCN 2007 ◽

10.1007/978-1-4020-8387-7_65 ◽

2008 ◽

pp. 381-385 ◽

Author(s):

Xiaojing Guo ◽

Lu Wang ◽

Xiaopei Wu ◽

Daoxin Zhang

Keyword(s):

Independent Component Analysis ◽

Dynamic Analysis ◽

Motor Imagery ◽

Component Analysis ◽

Independent Component

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How many channels are suitable for independent component analysis in motor imagery brain-computer interface

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2019.01.017 ◽

2019 ◽

Vol 50 ◽

pp. 103-120 ◽

Author(s):

Bangyan Zhou ◽

Xiaopei Wu ◽

Jing Ruan ◽

Zhao LV ◽

Lei Zhang

Keyword(s):

Independent Component Analysis ◽

Motor Imagery ◽

Brain Computer Interface ◽

Component Analysis ◽

Independent Component ◽

Computer Interface

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The effects of mental practice and concentration skills on EEG brain dynamics during motor imagery using independent component analysis

The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2004.1403136 ◽

2005 ◽

Author(s):

A. Erfani ◽

A. Erfanian

Keyword(s):

Independent Component Analysis ◽

Motor Imagery ◽

Component Analysis ◽

Mental Practice ◽

Independent Component ◽

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Automatic electroencephalogram channel selection of independent component analysis based motor imagery brain-computer interface

2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) ◽

10.1109/cisp-bmei.2017.8302213 ◽

2017 ◽

Author(s):

Jing Ruan ◽

Xiaopei Wu ◽

Bangyan Zhou ◽

Xiaojing Guo

Keyword(s):

Independent Component Analysis ◽

Motor Imagery ◽

Brain Computer Interface ◽

Channel Selection ◽

Component Analysis ◽

Independent Component ◽

Computer Interface ◽

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To Explore the Potentials of Independent Component Analysis in Brain-Computer Interface of Motor Imagery

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2019.2922976 ◽

2020 ◽

Vol 24 (3) ◽

pp. 775-787 ◽

Author(s):

Xiaopei Wu ◽

Bangyan Zhou ◽

Zhao Lv ◽

Chao Zhang

Keyword(s):

Independent Component Analysis ◽

Motor Imagery ◽

Brain Computer Interface ◽

Component Analysis ◽

Independent Component ◽

Computer Interface

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Analysis of functional networks involved in motor execution and motor imagery using combined hierarchical clustering analysis and independent component analysis

Magnetic Resonance Imaging ◽

10.1016/j.mri.2010.02.008 ◽

2010 ◽

Vol 28 (5) ◽

pp. 653-660 ◽

Author(s):

Yuqing Wang ◽

Huafu Chen ◽

Qiyong Gong ◽

Shan Shen ◽

Qing Gao

Keyword(s):

Independent Component Analysis ◽

Motor Imagery ◽

Hierarchical Clustering ◽

Clustering Analysis ◽

Component Analysis ◽

Independent Component ◽

Functional Networks ◽

Hierarchical Clustering Analysis ◽

Motor Execution

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Independent component analysis using clustering on motor imagery EEG

10.1109/iembs.2009.5334189 ◽

2009 ◽

Author(s):

Hongzhi Qi ◽

Yuhuan Zhu ◽

Dong Ming ◽

Baikun Wan

Keyword(s):

Independent Component Analysis ◽

Motor Imagery ◽

Component Analysis ◽

Independent Component

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Robust Spatial Filters on Three-Class Motor Imagery EEG Data Using Independent Component Analysis

Journal of Biosciences and Medicines ◽

10.4236/jbm.2014.22007 ◽

2014 ◽

Vol 02 (02) ◽

pp. 43-49 ◽

Author(s):

Bangyan Zhou ◽

Xiaopei Wu ◽

Lei Zhang ◽

Zhao Lv ◽

Xiaojing Guo

Keyword(s):

Independent Component Analysis ◽

Motor Imagery ◽

Component Analysis ◽

Independent Component ◽

Spatial Filters ◽

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Translation of EEG Spatial Filters from Resting to Motor Imagery Using Independent Component Analysis

PLoS ONE ◽

10.1371/journal.pone.0037665 ◽

2012 ◽

Vol 7 (5) ◽

pp. e37665 ◽

Author(s):

Yijun Wang ◽

Yu-Te Wang ◽

Tzyy-Ping Jung

Keyword(s):

Independent Component Analysis ◽

Motor Imagery ◽

Component Analysis ◽

Independent Component ◽

Spatial Filters

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Independent component analysis in a motor imagery brain computer interface

IEEE EUROCON 2017 -17th International Conference on Smart Technologies ◽

10.1109/eurocon.2017.8011090 ◽

2017 ◽

Author(s):

Izabela Rejer ◽

Pawel Gorski

Keyword(s):

Independent Component Analysis ◽

Motor Imagery ◽

Brain Computer Interface ◽

Component Analysis ◽

Independent Component ◽

Computer Interface

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Wavelet packet-based independent component analysis for feature extraction from motor imagery EEG of complex movements

Clinical Neurophysiology ◽

10.1016/j.clinph.2012.02.071 ◽

2012 ◽

Vol 123 (9) ◽

pp. 1779-1788 ◽

Author(s):

Zhongxing Zhou ◽

Baikun Wan

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Motor Imagery ◽

Wavelet Packet ◽

Component Analysis ◽

Independent Component

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