A Study on Feature Extraction Method based on Regression Coefficient of Bereitschschafts Potential for Discrimination of Hand and Foot Motor Imagery using EEG

Shotaro NAKAMURA; Hiromu TAKAHASHI; Tomohiro YOSHIKAWA; Takeshi FURUHASHI

doi:10.3156/jsoft.22.427

A Study on Feature Extraction Method based on Regression Coefficient of Bereitschschafts Potential for Discrimination of Hand and Foot Motor Imagery using EEG

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics ◽

10.3156/jsoft.22.427 ◽

2010 ◽

Vol 22 (4) ◽

pp. 427-433 ◽

Cited By ~ 3

Author(s):

Shotaro NAKAMURA ◽

Hiromu TAKAHASHI ◽

Tomohiro YOSHIKAWA ◽

Takeshi FURUHASHI

Keyword(s):

Feature Extraction ◽

Motor Imagery ◽

Extraction Method ◽

Regression Coefficient ◽

Feature Extraction Method

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Short-Time Fourier Transform Covariance and Selection, A Feature Extraction Method for Binary Motor Imagery Classification

10.1109/rcar52367.2021.9517461 ◽

2021 ◽

Author(s):

Yue Ma ◽

Liangsheng Zheng ◽

Zhengkun Yi ◽

Yang Xiao ◽

Can Wang ◽

...

Keyword(s):

Feature Extraction ◽

Fourier Transform ◽

Motor Imagery ◽

Extraction Method ◽

Short Time Fourier Transform ◽

Feature Extraction Method ◽

Short Time

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An effective feature extraction method by power spectral density of EEG signal for 2-class motor imagery-based BCI

Medical & Biological Engineering & Computing ◽

10.1007/s11517-017-1761-4 ◽

2018 ◽

Vol 56 (9) ◽

pp. 1645-1658 ◽

Cited By ~ 10

Author(s):

Chungsong Kim ◽

Jinwei Sun ◽

Dan Liu ◽

Qisong Wang ◽

Sunggyun Paek

Keyword(s):

Feature Extraction ◽

Spectral Density ◽

Power Spectral Density ◽

Motor Imagery ◽

Extraction Method ◽

Eeg Signal ◽

Feature Extraction Method ◽

Power Spectral

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A Motor Imagery EEG Feature Extraction Method Based on Energy Principal Component Analysis and Deep Belief Networks

IEEE Access ◽

10.1109/access.2020.2969054 ◽

2020 ◽

Vol 8 ◽

pp. 21453-21472 ◽

Cited By ~ 3

Author(s):

Liwei Cheng ◽

Duanling Li ◽

Gongjing Yu ◽

Zhonghai Zhang ◽

Xiang Li ◽

...

Keyword(s):

Principal Component Analysis ◽

Feature Extraction ◽

Motor Imagery ◽

Extraction Method ◽

Principal Component ◽

Component Analysis ◽

Belief Networks ◽

Deep Belief Networks ◽

Feature Extraction Method

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Subject dependent feature extraction method for motor imagery based BCI using multivariate empirical mode decomposition

2017 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) ◽

10.1109/icspcc.2017.8242378 ◽

2017 ◽

Cited By ~ 1

Author(s):

Jin Zhang ◽

Chungang Yan ◽

Xiaoliang Gong

Keyword(s):

Feature Extraction ◽

Empirical Mode Decomposition ◽

Motor Imagery ◽

Extraction Method ◽

Feature Extraction Method ◽

Multivariate Empirical Mode Decomposition ◽

Mode Decomposition

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An Adaptive Feature Extraction Method for Motor-Imagery BCI Systems

2010 International Conference on Computational Intelligence and Security ◽

10.1109/cis.2010.66 ◽

2010 ◽

Cited By ~ 5

Author(s):

Cheng Chen ◽

Wei Song ◽

Jiacai Zhang ◽

Zhiping Hu ◽

He Xu

Keyword(s):

Feature Extraction ◽

Motor Imagery ◽

Extraction Method ◽

Feature Extraction Method ◽

Adaptive Feature Extraction

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Empirical Mode Decomposition Coupled with Fast Fourier Transform based Feature Extraction Method for Motor Imagery Tasks Classification

2020 IEEE 10th International Conference on System Engineering and Technology (ICSET) ◽

10.1109/icset51301.2020.9265370 ◽

2020 ◽

Author(s):

Md Nahidul Islam ◽

Norizam Sulaiman ◽

Mamunur Rashid ◽

Bifta Sama Bari ◽

Md Jahid Hasan ◽

...

Keyword(s):

Feature Extraction ◽

Fourier Transform ◽

Fast Fourier Transform ◽

Empirical Mode Decomposition ◽

Motor Imagery ◽

Extraction Method ◽

Feature Extraction Method ◽

Mode Decomposition

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A new phase-based feature extraction method for four-class motor imagery classification

Signal Image and Video Processing ◽

10.1007/s11760-021-02035-9 ◽

2021 ◽

Author(s):

Mustafa Tosun ◽

Osman Çetin

Keyword(s):

Feature Extraction ◽

Motor Imagery ◽

Extraction Method ◽

Feature Extraction Method ◽

New Phase

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Feature extraction method of motor imagery EEG based on DTCWT sample entropy

2015 34th Chinese Control Conference (CCC) ◽

10.1109/chicc.2015.7260250 ◽

2015 ◽

Cited By ~ 4

Author(s):

Meng Ming ◽

Lu Shaona ◽

Man Haitao ◽

Ma Yuliang ◽

Gao Yunyuan

Keyword(s):

Feature Extraction ◽

Motor Imagery ◽

Extraction Method ◽

Sample Entropy ◽

Feature Extraction Method

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A self produced mother wavelet feature extraction method for motor imagery brain-computer interface

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

10.1109/embc.2013.6610497 ◽

2013 ◽

Cited By ~ 1

Author(s):

W.-L Yeh ◽

Y.-C Huang ◽

J.-H Chiou ◽

J.-R Duann ◽

J.-C Chiou

Keyword(s):

Feature Extraction ◽

Motor Imagery ◽

Extraction Method ◽

Brain Computer Interface ◽

Computer Interface ◽

Mother Wavelet ◽

Feature Extraction Method

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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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