The motor imagery EEG classification method combining common spatial pattern and ensemble learning

Mapping Intimacies ◽

10.1109/ccisp52774.2021.9639289 ◽

2021 ◽

Author(s):

Chenxiao Du ◽

Chenyun Shi ◽

Huang Huang ◽

Xiaopei Wu

Keyword(s):

Spatial Pattern ◽

Ensemble Learning ◽

Motor Imagery ◽

Classification Method ◽

Common Spatial Pattern ◽

Eeg Classification

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EEG classification by filter band component regularized common spatial pattern for motor imagery

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2020.101917 ◽

2020 ◽

Vol 59 ◽

pp. 101917 ◽

Author(s):

Yao Guo ◽

Yuan Zhang ◽

Zhiqiang Chen ◽

Yi Liu ◽

Wei Chen

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Common Spatial Pattern ◽

Eeg Classification

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Improvement motor imagery EEG classification based on sparse common spatial pattern and regularized discriminant analysis

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2020.108833 ◽

2020 ◽

Vol 343 ◽

pp. 108833 ◽

Author(s):

Rongrong Fu ◽

Mengmeng Han ◽

Yongsheng Tian ◽

Peiming Shi

Keyword(s):

Discriminant Analysis ◽

Spatial Pattern ◽

Motor Imagery ◽

Common Spatial Pattern ◽

Eeg Classification

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Ruelle-Takens Embedding Theorem Based Regularized Common Spatial Pattern for Motor Imagery EEG Classification

The Journal of Korean Institute of Information Technology ◽

10.14801/jkiit.2017.15.7.1 ◽

2017 ◽

Vol 15 (7) ◽

pp. 1-8

Author(s):

Sang-Hoon Park ◽

David Lee ◽

Sang-Goog Lee

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Embedding Theorem ◽

Common Spatial Pattern ◽

Eeg Classification ◽

Takens Embedding

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Motor imagery EEG classification with optimal subset of wavelet based common spatial pattern and kernel extreme learning machine

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2017.8037454 ◽

2017 ◽

Author(s):

Hyeong-jun Park ◽

Jongin Kim ◽

Beomjun Min ◽

Boreom Lee

Keyword(s):

Spatial Pattern ◽

Extreme Learning Machine ◽

Motor Imagery ◽

Common Spatial Pattern ◽

Eeg Classification ◽

Optimal Subset ◽

Kernel Extreme Learning Machine ◽

Learning Machine

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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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Classification Method of Motor Imagery EEG Signal Based on Wavelet Packet and Common Spatial Pattern

Proceedings of 2017 the 7th International Workshop on Computer Science and Engineering ◽

10.18178/wcse.2017.06.127 ◽

2017 ◽

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Wavelet Packet ◽

Classification Method ◽

Common Spatial Pattern

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Multi-task Motor Imagery EEG Classification Using Broad Learning and Common Spatial Pattern

Intelligence Science II - IFIP Advances in Information and Communication Technology ◽

10.1007/978-3-030-01313-4_1 ◽

2018 ◽

pp. 3-10 ◽

Author(s):

Jie Zou ◽

Qingshan She ◽

Farong Gao ◽

Ming Meng

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Common Spatial Pattern ◽

Eeg Classification

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Motor Imagery EEG Classification Method Based on Adaptive Decision Surface of LDA Classifier

2021 11th International Conference on Bioscience, Biochemistry and Bioinformatics ◽

10.1145/3448340.3448346 ◽

2021 ◽

Author(s):

Banghua Yang ◽

Du Li ◽

BaiHeng Ma ◽

Xuelin Gu ◽

Dewen Kong

Keyword(s):

Motor Imagery ◽

Classification Method ◽

Eeg 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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Multiband Common Spatial Pattern based EEG Classification for Brain-Computer Interface

IOSR Journal of Computer Engineering ◽

10.9790/0661-1902059099 ◽

2017 ◽

Vol 19 (02) ◽

pp. 90-99

Author(s):

Md. Sujan Ali ◽

Mst. Jannatul Ferdous

Keyword(s):

Spatial Pattern ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Pattern ◽

Eeg Classification

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