A Review of Using Common Spatial Pattern in Discrimination of Multiclass Motor Imagery–Based Brain-Computer Interface

Journal of Clinical Engineering ◽

10.1097/jce.0000000000000385 ◽

2020 ◽

Vol 45 (1) ◽

pp. 45-50

Author(s):

Rania Elsadig Elmahdi ◽

Nosaiba Yusuf Ahmed ◽

Magdy Baker M. Amin ◽

Alnazier O. Hamza

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Pattern

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Common Spatial Pattern Method for Channel Selelction in Motor Imagery Based Brain-computer Interface

2005 IEEE Engineering in Medicine and Biology 27th Annual Conference ◽

10.1109/iembs.2005.1615701 ◽

2005 ◽

Author(s):

Yijun Wang ◽

Shangkai Gao ◽

Xiaorong Gao

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Pattern

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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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A novel EMD-based Common Spatial Pattern for motor imagery brain-computer interface

Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics ◽

10.1109/bhi.2012.6211549 ◽

2012 ◽

Author(s):

Wei He ◽

Pengfei Wei ◽

Liping Wang ◽

Yuexian Zou

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Brain Computer Interface ◽

Computer Interface ◽

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 ◽

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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Common spatial pattern combined with kernel linear discriminate and generalized radial basis function for motor imagery-based brain computer interface applications

10.1063/1.5034255 ◽

2018 ◽

Author(s):

Amin Hekmatmanesh ◽

Fatemeh Jamaloo ◽

Huapeng Wu ◽

Heikki Handroos ◽

Asko Kilpeläinen

Keyword(s):

Spatial Pattern ◽

Radial Basis Function ◽

Motor Imagery ◽

Basis Function ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Pattern ◽

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Application of a common spatial pattern-based algorithm for an fNIRS-based motor imagery brain‐computer interface

Neuroscience Letters ◽

10.1016/j.neulet.2017.06.044 ◽

2017 ◽

Vol 655 ◽

pp. 35-40 ◽

Author(s):

Shen Zhang ◽

Yanchun Zheng ◽

Daifa Wang ◽

Ling Wang ◽

Jianai Ma ◽

...

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Pattern

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Composite Filter Bank Common Spatial Pattern for motor imagery-based Brain-Computer Interface

2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB) ◽

10.1109/ccmb.2011.5952108 ◽

2011 ◽

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 ◽

Composite Filter

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Common Spatial Pattern Versus Riemannian Features for Motor Imagery EEG Classification for Brain–Computer Interface

Lecture Notes in Networks and Systems - Proceedings of the Second International Conference on Information Management and Machine Intelligence ◽

10.1007/978-981-15-9689-6_27 ◽

2021 ◽

pp. 235-243

Author(s):

Gaurav Pandey ◽

Gunjan Panda ◽

Faguni Manchanda ◽

Poonam Chaudhary

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Pattern ◽

Eeg Classification ◽

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Stockwell-common spatial pattern technique for motor imagery-based Brain Computer Interface design

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2018.07.056 ◽

2018 ◽

Vol 71 ◽

pp. 492-504 ◽

Author(s):

S. Sethi ◽

R. Upadhyay ◽

H.S. Singh

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Interface Design ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Pattern

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Discriminative common spatial pattern sub-bands weighting based on distinction sensitive learning vector quantization method in motor imagery based brain-computer interface

Journal of Medical Signals & Sensors ◽

10.4103/2228-7477.161482 ◽

2015 ◽

Vol 5 (3) ◽

pp. 156 ◽

Author(s):

Fatemeh Jamaloo ◽

Mohammad Mikaeili

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Vector Quantization ◽

Brain Computer Interface ◽

Learning Vector Quantization ◽

Computer Interface ◽

Quantization Method ◽

Common Spatial Pattern

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