Motor imagery classification using geodesic filtering common spatial pattern and filter-bank feature weighted support vector machine

Fei Wang; Zongfeng Xu; Weiwei Zhang; Shichao Wu; Yahui Zhang; Jingyu Ping; Chengdong Wu

doi:10.1063/1.5142343

Motor imagery classification using geodesic filtering common spatial pattern and filter-bank feature weighted support vector machine

Review of Scientific Instruments ◽

10.1063/1.5142343 ◽

2020 ◽

Vol 91 (3) ◽

pp. 034106 ◽

Cited By ~ 1

Author(s):

Fei Wang ◽

Zongfeng Xu ◽

Weiwei Zhang ◽

Shichao Wu ◽

Yahui Zhang ◽

...

Keyword(s):

Support Vector Machine ◽

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Support Vector ◽

Common Spatial Pattern

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A self-adaptive frequency selection common spatial pattern and least squares twin support vector machine for motor imagery electroencephalography recognition

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2017.11.014 ◽

2018 ◽

Vol 41 ◽

pp. 222-232 ◽

Cited By ~ 10

Author(s):

Duan Li ◽

Hongxin Zhang ◽

Muhammad Saad Khan ◽

Fang Mi

Keyword(s):

Support Vector Machine ◽

Spatial Pattern ◽

Least Squares ◽

Motor Imagery ◽

Twin Support Vector Machine ◽

Support Vector ◽

Common Spatial Pattern ◽

Frequency Selection ◽

Self Adaptive

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High accuracy decoding of motor imagery directions from EEG-based brain computer interface using filter bank spatially regularised common spatial pattern method

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.103241 ◽

2022 ◽

Vol 72 ◽

pp. 103241

Author(s):

P. Rithwik ◽

V.K. Benzy ◽

A.P. Vinod

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Brain Computer Interface ◽

High Accuracy ◽

Computer Interface ◽

Common Spatial Pattern

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Discriminative channel addition and reduction for filter bank common spatial pattern in motor imagery BCI

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/embc.2014.6943839 ◽

2014 ◽

Cited By ~ 1

Author(s):

Zheng Yang Chin ◽

Kai Keng Ang ◽

Chuanchu Wang ◽

Cuntai Guan

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Common Spatial Pattern

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Filter-Bank Based Regularized Common Spatial Pattern for Classification of Motor Imagery EEG

Journal of KIISE ◽

10.5626/jok.2017.44.6.587 ◽

2017 ◽

Vol 44 (6) ◽

pp. 587-594

Author(s):

Sang-Hoon Park ◽

Ha-Young Kim ◽

David Lee ◽

Sang-Goog Lee

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Common Spatial Pattern

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A Study on Regularized Common Spatial Pattern Ensemble Method Based on Filter Bank for Small Sample Setting Motor Imagery EEG

The Journal of Korean Institute of Information Technology ◽

10.14801/jkiit.2017.15.4.73 ◽

2017 ◽

Vol 15 (4) ◽

pp. 73

Author(s):

Sang-Hoon Park ◽

David Lee ◽

Sang-Goog Lee

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Small Sample ◽

Ensemble Method ◽

Common Spatial Pattern

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Multi-class filter bank common spatial pattern for four-class motor imagery BCI

10.1109/iembs.2009.5332383 ◽

2009 ◽

Cited By ~ 17

Author(s):

Zheng Yang Chin ◽

Kai Keng Ang ◽

Chuanchu Wang ◽

Cuntai Guan ◽

Haihong Zhang

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Common Spatial Pattern

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Robust filter bank common spatial pattern (RFBCSP) in motor-imagery-based brain-computer interface

10.1109/iembs.2009.5332817 ◽

2009 ◽

Cited By ~ 1

Author(s):

Kai Keng Ang ◽

Zheng Yang Chin ◽

Haihong Zhang ◽

Cuntai Guan

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Pattern

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Diverse Feature Blend Based on Filter-Bank Common Spatial Pattern and Brain Functional Connectivity for Multiple Motor Imagery Detection

IEEE Access ◽

10.1109/access.2020.3018962 ◽

2020 ◽

Vol 8 ◽

pp. 155590-155601

Author(s):

Hongtao Wang ◽

Tao Xu ◽

Cong Tang ◽

Hongwei Yue ◽

Chuangquan Chen ◽

...

Keyword(s):

Functional Connectivity ◽

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Common Spatial Pattern ◽

Brain Functional Connectivity

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Online Classification of Multiple Motor Imagery Tasks Using Filter Bank Based Maximum-a-Posteriori Common Spatial Pattern Filters

IRBM ◽

10.1016/j.irbm.2019.11.002 ◽

2020 ◽

Vol 41 (3) ◽

pp. 141-150

Author(s):

S.Z. Zahid ◽

M. Aqil ◽

M. Tufail ◽

M.S. Nazir

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Maximum A Posteriori ◽

A Posteriori ◽

Common Spatial Pattern ◽

Online Classification

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Optimized DNN Classification Framework based on Filter Bank Common Spatial Pattern (FBCSP) for Motor-imagery-based BCI

International Journal of Computer Applications ◽

10.5120/ijca2020920646 ◽

2020 ◽

Vol 175 (15) ◽

pp. 16-25

Author(s):

Zayyanu Shuaibu ◽

Li Qi

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Common Spatial Pattern ◽

Classification Framework

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