Classification of Multi-Class BCI Data by Common Spatial Pattern and Fuzzy System

IEEE Access ◽

10.1109/access.2018.2841051 ◽

2018 ◽

Vol 6 ◽

pp. 27873-27884 ◽

Author(s):

Thanh Nguyen ◽

Imali Hettiarachchi ◽

Amin Khatami ◽

Lee Gordon-Brown ◽

Chee Peng Lim ◽

...

Keyword(s):

Spatial Pattern ◽

Fuzzy System ◽

Common Spatial Pattern

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Optimizing low-frequency common spatial pattern features for multi-class classification of hand movement directions

2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2013.6610117 ◽

2013 ◽

Author(s):

Andrew Keong Ng ◽

Kai Keng Ang ◽

Keng Peng Tee ◽

Cuntai Guan

Keyword(s):

Spatial Pattern ◽

Hand Movement ◽

Low Frequency ◽

Common Spatial Pattern ◽

Multi Class Classification

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Classification of Three-Class Motor Imagery EEG Data by Combining Wavelet Packet Decomposition and Common Spatial Pattern

2009 International Conference on Intelligent Human-Machine Systems and Cybernetics ◽

10.1109/ihmsc.2009.55 ◽

2009 ◽

Author(s):

Wei Tu ◽

Qingguo Wei

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Wavelet Packet ◽

Wavelet Packet Decomposition ◽

Common Spatial Pattern ◽

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Common Spatial Pattern for the Classification of Imagined Geometric Objects

Proceedings of the 3rd International Conference on Computer-Human Interaction Research and Applications ◽

10.5220/0007934601520155 ◽

2019 ◽

Author(s):

Fabio Costa ◽

Gustavo Patow ◽

José Azorín

Keyword(s):

Spatial Pattern ◽

Common Spatial Pattern ◽

Geometric Objects

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Classification of left and right foot kinaesthetic motor imagery using common spatial pattern

Biomedical Physics & Engineering Express ◽

10.1088/2057-1976/ab54ad ◽

2019 ◽

Vol 6 (1) ◽

pp. 015008 ◽

Author(s):

Madiha Tariq ◽

Pavel M Trivailo ◽

Milan Simic

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Common Spatial Pattern ◽

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Single trial EEG classification of lower-limb movements using improved regularized common spatial pattern

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) ◽

10.1109/ner.2015.7146809 ◽

2015 ◽

Author(s):

Yudu Li ◽

Yu Sun ◽

Fumihiko Taya ◽

Haoyong Yu ◽

Nitish Thakor ◽

...

Keyword(s):

Spatial Pattern ◽

Single Trial ◽

Limb Movements ◽

Common Spatial Pattern ◽

Eeg Classification

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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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An information fusion scheme based common spatial pattern method for classification of motor imagery tasks

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2018.06.008 ◽

2018 ◽

Vol 46 ◽

pp. 10-17 ◽

Author(s):

Jie Wang ◽

Zuren Feng ◽

Na Lu ◽

Lei Sun ◽

Jing Luo

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Information Fusion ◽

Common Spatial Pattern ◽

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Twofold classification of motor imagery using common spatial pattern

2014 International Conference on Contemporary Computing and Informatics (IC3I) ◽

10.1109/ic3i.2014.7019636 ◽

2014 ◽

Author(s):

Kusuma Mohanchandra ◽

Snehanshu Saha ◽

Rashmi Deshmukh

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Common Spatial Pattern

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Classification of ECG signals of normal and abnormal subjects using common spatial pattern

2016 5th International Conference on Electronic Devices, Systems and Applications (ICEDSA) ◽

10.1109/icedsa.2016.7818547 ◽

2016 ◽

Author(s):

Latifah Aljafar ◽

Turky N. Alotaiby ◽

Rand R. Al-Yami ◽

Saleh A. Alshebeili ◽

Jalila Zouhair

Keyword(s):

Spatial Pattern ◽

Common Spatial Pattern ◽

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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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