Optimized DNN Classification Framework based on Filter Bank Common Spatial Pattern (FBCSP) for Motor-imagery-based BCI

International Journal of Computer Applications ◽

10.5120/ijca2020920646 ◽

2020 ◽

Vol 175 (15) ◽

pp. 16-25

Author(s):

Zayyanu Shuaibu ◽

Li Qi

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Common Spatial Pattern ◽

Classification Framework

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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 ◽

V.K. Benzy ◽

A.P. Vinod

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Brain Computer Interface ◽

High Accuracy ◽

Computer Interface ◽

Common Spatial Pattern

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Discriminative channel addition and reduction for filter bank common spatial pattern in motor imagery BCI

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/embc.2014.6943839 ◽

2014 ◽

Author(s):

Zheng Yang Chin ◽

Kai Keng Ang ◽

Chuanchu Wang ◽

Cuntai Guan

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Common Spatial Pattern

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Filter-Bank Based Regularized Common Spatial Pattern for Classification of Motor Imagery EEG

Journal of KIISE ◽

10.5626/jok.2017.44.6.587 ◽

2017 ◽

Vol 44 (6) ◽

pp. 587-594

Author(s):

Sang-Hoon Park ◽

Ha-Young Kim ◽

David Lee ◽

Sang-Goog Lee

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Common Spatial Pattern

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A Study on Regularized Common Spatial Pattern Ensemble Method Based on Filter Bank for Small Sample Setting Motor Imagery EEG

The Journal of Korean Institute of Information Technology ◽

10.14801/jkiit.2017.15.4.73 ◽

2017 ◽

Vol 15 (4) ◽

pp. 73

Author(s):

Sang-Hoon Park ◽

David Lee ◽

Sang-Goog Lee

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Small Sample ◽

Ensemble Method ◽

Common Spatial Pattern

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Multi-class filter bank common spatial pattern for four-class motor imagery BCI

10.1109/iembs.2009.5332383 ◽

2009 ◽

Author(s):

Zheng Yang Chin ◽

Kai Keng Ang ◽

Chuanchu Wang ◽

Cuntai Guan ◽

Haihong Zhang

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Common Spatial Pattern

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Robust filter bank common spatial pattern (RFBCSP) in motor-imagery-based brain-computer interface

10.1109/iembs.2009.5332817 ◽

2009 ◽

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

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Diverse Feature Blend Based on Filter-Bank Common Spatial Pattern and Brain Functional Connectivity for Multiple Motor Imagery Detection

IEEE Access ◽

10.1109/access.2020.3018962 ◽

2020 ◽

Vol 8 ◽

pp. 155590-155601

Author(s):

Hongtao Wang ◽

Tao Xu ◽

Cong Tang ◽

Hongwei Yue ◽

Chuangquan Chen ◽

...

Keyword(s):

Functional Connectivity ◽

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Common Spatial Pattern ◽

Brain Functional Connectivity

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Online Classification of Multiple Motor Imagery Tasks Using Filter Bank Based Maximum-a-Posteriori Common Spatial Pattern Filters

IRBM ◽

10.1016/j.irbm.2019.11.002 ◽

2020 ◽

Vol 41 (3) ◽

pp. 141-150

Author(s):

S.Z. Zahid ◽

M. Aqil ◽

M. Tufail ◽

M.S. Nazir

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Maximum A Posteriori ◽

A Posteriori ◽

Common Spatial Pattern ◽

Online Classification

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Filter Bank Regularized Common Spatial Pattern Ensemble for Small Sample Motor Imagery Classification

IEEE Transactions on Neural Systems and Rehabilitation Engineering ◽

10.1109/tnsre.2017.2757519 ◽

2018 ◽

Vol 26 (2) ◽

pp. 498-505 ◽

Author(s):

Sang-Hoon Park ◽

David Lee ◽

Sang-Goog Lee

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Small Sample ◽

Common Spatial Pattern

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Filter-bank local region complex-valued common spatial pattern for Motor imagery classification

2020 8th International Winter Conference on Brain-Computer Interface (BCI) ◽

10.1109/bci48061.2020.9061619 ◽

2020 ◽

Author(s):

Yongkoo Park ◽

Wonzoo Chung

Keyword(s):

Spatial Pattern ◽

Motor Imagery ◽

Filter Bank ◽

Local Region ◽

Common Spatial Pattern ◽

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