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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Extension of common spatial pattern (CSP) algorithm to multi-task case by Jacobi Rotations for single-trial EEG classification

2009 4th International IEEE/EMBS Conference on Neural Engineering ◽

10.1109/ner.2009.5109304 ◽

2009 ◽

Author(s):

Lin Liu ◽

Qingguo Wei

Keyword(s):

Spatial Pattern ◽

Single Trial ◽

Common Spatial Pattern ◽

Eeg Classification

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Adaptive Common Spatial Pattern for single-trial EEG classification in multisubject BCI

2013 6th International IEEE/EMBS Conference on Neural Engineering (NER) ◽

10.1109/ner.2013.6695959 ◽

2013 ◽

Author(s):

Xiaomu Song ◽

Suk-Chung Yoon ◽

Viraga Perera

Keyword(s):

Spatial Pattern ◽

Single Trial ◽

Common Spatial Pattern ◽

Eeg Classification

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Detection and classification of single-trial movement-related cortical potentials associated with functional lower limb movements

Journal of Neural Engineering ◽

10.1088/1741-2552/ab9a99 ◽

2020 ◽

Vol 17 (3) ◽

pp. 035009 ◽

Author(s):

Mads Jochumsen ◽

Imran Khan Niazi

Keyword(s):

Single Trial ◽

Limb Movements ◽

Cortical Potentials

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EEG classification of word perception using common spatial pattern filter

The 3rd International Winter Conference on Brain-Computer Interface ◽

10.1109/iww-bci.2015.7073032 ◽

2015 ◽

Author(s):

Woosu Choi ◽

Jongin Kim ◽

Boreom Lee

Keyword(s):

Spatial Pattern ◽

Word Perception ◽

Common Spatial Pattern ◽

Eeg Classification

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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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Single-trial EEG classification of motor imagery using deep convolutional neural networks

Optik ◽

10.1016/j.ijleo.2016.10.117 ◽

2017 ◽

Vol 130 ◽

pp. 11-18 ◽

Author(s):

Zhichuan Tang ◽

Chao Li ◽

Shouqian Sun

Keyword(s):

Neural Networks ◽

Motor Imagery ◽

Convolutional Neural Networks ◽

Single Trial ◽

Deep Convolutional Neural Networks ◽

Eeg Classification

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EEG Classification of Imaginary Lower Limb Stepping Movements Based on Fuzzy Support Vector Machine with Kernel-Induced Membership Function

International Journal of Fuzzy Systems ◽

10.1007/s40815-016-0259-9 ◽

2016 ◽

Vol 19 (2) ◽

pp. 566-579 ◽

Author(s):

Wei-Chun Hsu ◽

Li-Fong Lin ◽

Chun-Wei Chou ◽

Yu-Tsung Hsiao ◽

Yi-Hung Liu

Keyword(s):

Support Vector Machine ◽

Membership Function ◽

Support Vector ◽

Fuzzy Support Vector Machine ◽

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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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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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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