A frequency-weighted method combined with Common Spatial Patterns for electroencephalogram classification in brain–computer interface

Guangquan Liu; Gan Huang; Jianjun Meng; Xiangyang Zhu

doi:10.1016/j.bspc.2010.02.004

A frequency-weighted method combined with Common Spatial Patterns for electroencephalogram classification in brain–computer interface

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2010.02.004 ◽

2010 ◽

Vol 5 (2) ◽

pp. 174-180 ◽

Cited By ~ 11

Author(s):

Guangquan Liu ◽

Gan Huang ◽

Jianjun Meng ◽

Xiangyang Zhu

Keyword(s):

Spatial Patterns ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Patterns

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Sparse common spatial patterns in brain computer interface applications

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2011.5946458 ◽

2011 ◽

Cited By ~ 14

Author(s):

Fikri Goksu ◽

N. Firat Ince ◽

Ahmed H. Tewfik

Keyword(s):

Spatial Patterns ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Patterns

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Performance Analysis of Multiclass Common Spatial Patterns in Brain-Computer Interface

Lecture Notes in Computer Science - Pattern Recognition and Machine Intelligence ◽

10.1007/978-3-642-45062-4_15 ◽

2013 ◽

pp. 115-120

Author(s):

Soumyadip Chatterjee ◽

Saugat Bhattacharyya ◽

Amit Konar ◽

D. N. Tibarewala ◽

Anwesha Khasnobish ◽

...

Keyword(s):

Performance Analysis ◽

Spatial Patterns ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Patterns

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Dynamic time warping-based transfer learning for improving common spatial patterns in brain–computer interface

Journal of Neural Engineering ◽

10.1088/1741-2552/ab64a0 ◽

2020 ◽

Vol 17 (1) ◽

pp. 016061 ◽

Cited By ~ 2

Author(s):

Ahmed M Azab ◽

Hamed Ahmadi ◽

Lyudmila Mihaylova ◽

Mahnaz Arvaneh

Keyword(s):

Transfer Learning ◽

Spatial Patterns ◽

Dynamic Time Warping ◽

Brain Computer Interface ◽

Computer Interface ◽

Time Warping ◽

Common Spatial Patterns ◽

Dynamic Time

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Bhattacharyya distance and confidence map based feature selection for Common spatial patterns algorithms in brain computer interface

2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) ◽

10.1109/fskd.2015.7382173 ◽

2015 ◽

Author(s):

Hongyu Sun ◽

Lijun Bi ◽

Binghui Fan ◽

Bisheng Chen ◽

Yinjing Guo

Keyword(s):

Feature Selection ◽

Spatial Patterns ◽

Brain Computer Interface ◽

Computer Interface ◽

Bhattacharyya Distance ◽

Common Spatial Patterns ◽

Selection For

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Improving brain–computer interface classification using adaptive common spatial patterns

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2015.03.023 ◽

2015 ◽

Vol 61 ◽

pp. 150-160 ◽

Cited By ~ 27

Author(s):

Xiaomu Song ◽

Suk-Chung Yoon

Keyword(s):

Spatial Patterns ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Patterns

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Regularizing multi-bands Common Spatial Patterns (RMCSP): A data processing method for brain-computer interface

2015 9th International Symposium on Medical Information and Communication Technology (ISMICT) ◽

10.1109/ismict.2015.7107524 ◽

2015 ◽

Cited By ~ 2

Author(s):

Le Quoc Thang ◽

Chivalai Temiyasathit

Keyword(s):

Data Processing ◽

Spatial Patterns ◽

Brain Computer Interface ◽

Processing Method ◽

Computer Interface ◽

Common Spatial Patterns ◽

Data Processing Method

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A co-adaptive sensory motor rhythms Brain-Computer Interface based on common spatial patterns and Random Forest

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2015.7318545 ◽

2015 ◽

Cited By ~ 12

Author(s):

Andreas Schwarz ◽

Reinhold Scherer ◽

David Steyrl ◽

Josef Faller ◽

Gernot R. Muller-Putz

Keyword(s):

Random Forest ◽

Spatial Patterns ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Patterns ◽

Sensory Motor

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Single-trial detection of visual evoked potentials by common spatial patterns and wavelet filtering for brain-computer interface

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

10.1109/embc.2013.6610142 ◽

2013 ◽

Cited By ~ 2

Author(s):

Yiheng Tu ◽

Gan Huang ◽

Yeung Sam Hung ◽

Li Hu ◽

Yong Hu ◽

...

Keyword(s):

Evoked Potentials ◽

Spatial Patterns ◽

Visual Evoked Potentials ◽

Brain Computer Interface ◽

Computer Interface ◽

Single Trial ◽

Wavelet Filtering ◽

Common Spatial Patterns ◽

Visual Evoked

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Extracting common spatial patterns based on wavelet lifting for brain computer interface design

2012 4th Computer Science and Electronic Engineering Conference (CEEC) ◽

10.1109/ceec.2012.6375397 ◽

2012 ◽

Cited By ~ 1

Author(s):

Javier Asensio-Cubero ◽

John Q. Gan ◽

Ramaswamy Palaniappan

Keyword(s):

Spatial Patterns ◽

Interface Design ◽

Brain Computer Interface ◽

Computer Interface ◽

Common Spatial Patterns ◽

Wavelet Lifting

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Real-time multiclass motor imagery brain-computer interface by modified common spatial patterns and adaptive neuro-fuzzy classifier

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2019.101749 ◽

2020 ◽

Vol 57 ◽

pp. 101749 ◽

Cited By ~ 2

Author(s):

Aysa Jafarifarmand ◽

Mohammad Ali Badamchizadeh

Keyword(s):

Real Time ◽

Motor Imagery ◽

Spatial Patterns ◽

Brain Computer Interface ◽

Computer Interface ◽

Fuzzy Classifier ◽

Common Spatial Patterns ◽

Neuro Fuzzy

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