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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
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10.1007/978-981-15-9689-6_27
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2021
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pp. 235-243
Author(s):
Gaurav Pandey
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Gunjan Panda
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Faguni Manchanda
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Poonam Chaudhary
Keyword(s):
Spatial Pattern
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Motor Imagery
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Brain Computer Interface
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Computer Interface
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Common Spatial Pattern
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Eeg Classification
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Pattern Versus
Download Full-text
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References
Multiband Common Spatial Pattern based EEG Classification for Brain-Computer Interface
IOSR Journal of Computer Engineering
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10.9790/0661-1902059099
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2017
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Vol 19
(02)
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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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Common Spatial Pattern Method for Channel Selelction in Motor Imagery Based Brain-computer Interface
2005 IEEE Engineering in Medicine and Biology 27th Annual Conference
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10.1109/iembs.2005.1615701
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2005
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Cited By ~ 56
Author(s):
Yijun Wang
◽
Shangkai Gao
◽
Xiaorong Gao
Keyword(s):
Spatial Pattern
◽
Motor Imagery
◽
Brain Computer Interface
◽
Computer Interface
◽
Common Spatial Pattern
Download Full-text
High accuracy decoding of motor imagery directions from EEG-based brain computer interface using filter bank spatially regularised common spatial pattern method
Biomedical Signal Processing and Control
◽
10.1016/j.bspc.2021.103241
◽
2022
◽
Vol 72
◽
pp. 103241
Author(s):
P. Rithwik
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V.K. Benzy
◽
A.P. Vinod
Keyword(s):
Spatial Pattern
◽
Motor Imagery
◽
Filter Bank
◽
Brain Computer Interface
◽
High Accuracy
◽
Computer Interface
◽
Common Spatial Pattern
Download Full-text
A novel EMD-based Common Spatial Pattern for motor imagery brain-computer interface
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics
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10.1109/bhi.2012.6211549
◽
2012
◽
Cited By ~ 10
Author(s):
Wei He
◽
Pengfei Wei
◽
Liping Wang
◽
Yuexian Zou
Keyword(s):
Spatial Pattern
◽
Motor Imagery
◽
Brain Computer Interface
◽
Computer Interface
◽
Common Spatial Pattern
Download Full-text
Robust filter bank common spatial pattern (RFBCSP) in motor-imagery-based brain-computer interface
10.1109/iembs.2009.5332817
◽
2009
◽
Cited By ~ 1
Author(s):
Kai Keng Ang
◽
Zheng Yang Chin
◽
Haihong Zhang
◽
Cuntai Guan
Keyword(s):
Spatial Pattern
◽
Motor Imagery
◽
Filter Bank
◽
Brain Computer Interface
◽
Computer Interface
◽
Common Spatial Pattern
Download Full-text
Assessment of distinction sensitive learning vector quantization weighted common spatial pattern features for EEG classification in Brain Computer Interface
2015 23rd Iranian Conference on Electrical Engineering
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10.1109/iraniancee.2015.7146180
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2015
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Cited By ~ 1
Author(s):
Fatemeh Jamaloo
◽
Mohammad Mikaili
Keyword(s):
Spatial Pattern
◽
Vector Quantization
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Brain Computer Interface
◽
Learning Vector Quantization
◽
Computer Interface
◽
Common Spatial Pattern
◽
Eeg Classification
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Common spatial pattern combined with kernel linear discriminate and generalized radial basis function for motor imagery-based brain computer interface applications
10.1063/1.5034255
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2018
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Cited By ~ 6
Author(s):
Amin Hekmatmanesh
◽
Fatemeh Jamaloo
◽
Huapeng Wu
◽
Heikki Handroos
◽
Asko Kilpeläinen
Keyword(s):
Spatial Pattern
◽
Radial Basis Function
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Motor Imagery
◽
Basis Function
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Brain Computer Interface
◽
Computer Interface
◽
Common Spatial Pattern
◽
Radial Basis
Download Full-text
A Review of Using Common Spatial Pattern in Discrimination of Multiclass Motor Imagery–Based Brain-Computer Interface
Journal of Clinical Engineering
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10.1097/jce.0000000000000385
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2020
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Vol 45
(1)
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pp. 45-50
Author(s):
Rania Elsadig Elmahdi
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Nosaiba Yusuf Ahmed
◽
Magdy Baker M. Amin
◽
Alnazier O. Hamza
Keyword(s):
Spatial Pattern
◽
Motor Imagery
◽
Brain Computer Interface
◽
Computer Interface
◽
Common Spatial Pattern
Download Full-text
Application of a common spatial pattern-based algorithm for an fNIRS-based motor imagery brain‐computer interface
Neuroscience Letters
◽
10.1016/j.neulet.2017.06.044
◽
2017
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Vol 655
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pp. 35-40
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Cited By ~ 30
Author(s):
Shen Zhang
◽
Yanchun Zheng
◽
Daifa Wang
◽
Ling Wang
◽
Jianai Ma
◽
...
Keyword(s):
Spatial Pattern
◽
Motor Imagery
◽
Brain Computer Interface
◽
Computer Interface
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Common Spatial Pattern
Download Full-text
Composite Filter Bank Common Spatial Pattern for motor imagery-based Brain-Computer Interface
2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB)
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10.1109/ccmb.2011.5952108
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2011
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Author(s):
Kai Keng Ang
◽
Zheng Yang Chin
◽
Haihong Zhang
◽
Cuntai Guan
Keyword(s):
Spatial Pattern
◽
Motor Imagery
◽
Filter Bank
◽
Brain Computer Interface
◽
Computer Interface
◽
Common Spatial Pattern
◽
Composite Filter
Download Full-text
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