How many people can control a motor imagery based BCI using common spatial patterns?

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

10.1109/ner.2015.7146595 ◽

2015 ◽

Cited By ~ 9

Author(s):

Rupert Ortner ◽

Josef Scharinger ◽

Alexander Lechner ◽

Christoph Guger

Keyword(s):

Motor Imagery ◽

Spatial Patterns ◽

Common Spatial Patterns

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EEG signal separation for multi-class motor imagery using common spatial patterns based on Joint Approximate Diagonalization

The 2010 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2010.5596966 ◽

2010 ◽

Cited By ~ 1

Author(s):

S. R. Liyanage ◽

J. -X. Xu ◽

C. T. Guan ◽

K. K. Ang ◽

T. H. Lee

Keyword(s):

Motor Imagery ◽

Spatial Patterns ◽

Signal Separation ◽

Eeg Signal ◽

Common Spatial Patterns

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Common spatial patterns analysis for detecting motor imagery in disorders of consciousness

Frontiers in Human Neuroscience ◽

10.3389/conf.fnhum.2011.207.00045 ◽

2011 ◽

Vol 5 ◽

Author(s):

Owen Adrian

Keyword(s):

Motor Imagery ◽

Spatial Patterns ◽

Disorders Of Consciousness ◽

Common Spatial Patterns

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Phase Synchronization Features and Common Spatial Patterns for the Classification of Motor Imagery Data

Biomedical Engineering / 765: Telehealth / 766: Assistive Technologies ◽

10.2316/p.2012.764-160 ◽

2012 ◽

Author(s):

Owen Falzon ◽

Kenneth P. Camilleri

Keyword(s):

Motor Imagery ◽

Spatial Patterns ◽

Phase Synchronization ◽

Common Spatial Patterns ◽

Imagery Data

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Adaptation of Common Spatial Patterns based on mental fatigue for motor-imagery BCI

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2019.101829 ◽

2020 ◽

Vol 58 ◽

pp. 101829

Author(s):

Upasana Talukdar ◽

Shyamanta M. Hazarika ◽

John Q. Gan

Keyword(s):

Motor Imagery ◽

Spatial Patterns ◽

Mental Fatigue ◽

Common Spatial Patterns

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Motor Imagery Based EEG Classification by Using Common Spatial Patterns and Convolutional Neural Networks

2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT) ◽

10.1109/ebbt.2019.8741832 ◽

2019 ◽

Cited By ~ 2

Author(s):

Nuri Korhan ◽

Zumray Dokur ◽

Tamer Olmez

Keyword(s):

Neural Networks ◽

Motor Imagery ◽

Convolutional Neural Networks ◽

Spatial Patterns ◽

Eeg Classification ◽

Common Spatial Patterns

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Relevance of Common Spatial Patterns Ranked by Kernel PCA in Motor Imagery Classification

Brain Informatics - Lecture Notes in Computer Science ◽

10.1007/978-3-030-37078-7_2 ◽

2019 ◽

pp. 13-20 ◽

Cited By ~ 1

Author(s):

L. F. Velasquez-Martinez ◽

D. Luna-Naranjo ◽

D. Cárdenas-Peña ◽

C. D. Acosta-Medina ◽

G. A. Castaño ◽

...

Keyword(s):

Motor Imagery ◽

Spatial Patterns ◽

Kernel Pca ◽

Common Spatial Patterns

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Extreme Gradient Boosting Classification of Motor Imagery using Common Spatial Patterns

2020 IEEE 17th India Council International Conference (INDICON) ◽

10.1109/indicon49873.2020.9342132 ◽

2020 ◽

Author(s):

Malaika Vijay ◽

Amith Kashyap ◽

Aushim Nagarkatti ◽

Shruti Mohanty ◽

Rajasekar Mohan ◽

...

Keyword(s):

Motor Imagery ◽

Spatial Patterns ◽

Gradient Boosting ◽

Common Spatial Patterns ◽

Extreme Gradient Boosting

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A novel feature extraction method for motor imagery based on common spatial patterns with autoregressive parameters

2013 Fourth International Conference on Intelligent Control and Information Processing (ICICIP) ◽

10.1109/icicip.2013.6568072 ◽

2013 ◽

Author(s):

Mengqi Feng ◽

Xiangzhou Wang ◽

Shuhua Zheng

Keyword(s):

Feature Extraction ◽

Motor Imagery ◽

Spatial Patterns ◽

Extraction Method ◽

Feature Extraction Method ◽

Common Spatial Patterns

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Relevance of Filter Bank Common Spatial Patterns Using Multiple Kernel Learning in Motor Imagery

Progress in Artificial Intelligence and Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01132-1_24 ◽

2018 ◽

pp. 210-218

Author(s):

Daniel G. García-Murillo ◽

David Cárdenas-Peña ◽

Germán Castellanos-Dominguez

Keyword(s):

Motor Imagery ◽

Spatial Patterns ◽

Filter Bank ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Common Spatial Patterns ◽

Multiple Kernel

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Feature Weighting and Regularization of Common Spatial Patterns in EEG-Based Motor Imagery BCI

IEEE Signal Processing Letters ◽

10.1109/lsp.2018.2823683 ◽

2018 ◽

Vol 25 (6) ◽

pp. 783-787 ◽

Cited By ~ 16

Author(s):

Vasilisa Mishuhina ◽

Xudong Jiang

Keyword(s):

Motor Imagery ◽

Spatial Patterns ◽

Feature Weighting ◽

Common Spatial Patterns

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