Review on Motor Imagery Based EEG Signal Classification for BCI Using Deep Learning Techniques

Advances in Robotics, Automation and Data Analytics - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-70917-4_15 ◽

2021 ◽

pp. 137-154

Author(s):

K. Venu ◽

P. Natesan

Keyword(s):

Deep Learning ◽

Motor Imagery ◽

Signal Classification ◽

Eeg Signal ◽

Learning Techniques ◽

Eeg Signal Classification

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A Deep Learning Approach for Motor Imagery EEG Signal Classification

2016 3rd Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE) ◽

10.1109/apwc-on-cse.2016.017 ◽

2016 ◽

Cited By ~ 23

Author(s):

Shiu Kumar ◽

Alok Sharma ◽

Kabir Mamun ◽

Tatsuhiko Tsunoda

Keyword(s):

Deep Learning ◽

Motor Imagery ◽

Signal Classification ◽

Learning Approach ◽

Eeg Signal ◽

Eeg Signal Classification

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A motor imagery EEG signal classification algorithm based on recurrence plot convolution neural network

Pattern Recognition Letters ◽

10.1016/j.patrec.2021.03.023 ◽

2021 ◽

Author(s):

XianJia Meng ◽

Shi Qiu ◽

Shaohua Wan ◽

Keyang Cheng ◽

Lei Cui

Keyword(s):

Neural Network ◽

Motor Imagery ◽

Recurrence Plot ◽

Classification Algorithm ◽

Convolution Neural Network ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification

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A novel machine learning based feature selection for motor imagery EEG signal classification in Internet of medical things environment

Future Generation Computer Systems ◽

10.1016/j.future.2019.01.048 ◽

2019 ◽

Vol 98 ◽

pp. 419-434 ◽

Cited By ~ 15

Author(s):

Rajdeep Chatterjee ◽

Tanmoy Maitra ◽

SK Hafizul Islam ◽

Mohammad Mehedi Hassan ◽

Atif Alamri ◽

...

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Motor Imagery ◽

Signal Classification ◽

Eeg Signal ◽

Internet Of Medical Things ◽

Eeg Signal Classification ◽

Selection For

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Motor Imagery based Multivariate EEG Signal Classification for Brain Controlled Interface Applications

2019 7th International Conference on Mechatronics Engineering (ICOM) ◽

10.1109/icom47790.2019.8952008 ◽

2019 ◽

Author(s):

Fatima Farooq ◽

Nasir Rashid ◽

Amber Farooq ◽

Muzamil Ahmed ◽

Ayesha Zeb ◽

...

Keyword(s):

Motor Imagery ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification

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Motor imagery EEG signal classification scheme based on autoregressive reflection coefficients

2014 International Conference on Informatics, Electronics & Vision (ICIEV) ◽

10.1109/iciev.2014.6850812 ◽

2014 ◽

Cited By ~ 5

Author(s):

Md. Toky Foysal Talukdar ◽

Shahnewaz Karim Sakib ◽

Naqib Sad Pathan ◽

Shaikh Anowarul Fattah

Keyword(s):

Motor Imagery ◽

Classification Scheme ◽

Signal Classification ◽

Reflection Coefficients ◽

Eeg Signal ◽

Eeg Signal Classification

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EEG Signal Classification for Motor Imagery

International Journal of Advancements in Computing Technology ◽

10.4156/ijact.vol5.issue9.32 ◽

2013 ◽

Vol 5 (9) ◽

pp. 264-273

Author(s):

Homri Ines ◽

Yacoub Slim ◽

Ellouze Noureddine

Keyword(s):

Motor Imagery ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification

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Orthogonal matching pursuit-based feature selection for motor-imagery EEG signal classification

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2020.10034806 ◽

2020 ◽

Vol 64 (4) ◽

pp. 403

Author(s):

Rajdeep Chatterjee ◽

Ankita Chatterjee

Keyword(s):

Feature Selection ◽

Motor Imagery ◽

Matching Pursuit ◽

Orthogonal Matching Pursuit ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification ◽

Selection For

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Orthogonal matching pursuit-based feature selection for motor-imagery EEG signal classification

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2020.112686 ◽

2020 ◽

Vol 64 (4) ◽

pp. 403

Author(s):

Rajdeep Chatterjee ◽

Ankita Chatterjee

Keyword(s):

Feature Selection ◽

Motor Imagery ◽

Matching Pursuit ◽

Orthogonal Matching Pursuit ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification ◽

Selection For

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Motor imagery EEG signal classification scheme based on entropy of intrinsic mode function

8th International Conference on Electrical and Computer Engineering ◽

10.1109/icece.2014.7027019 ◽

2014 ◽

Cited By ~ 3

Author(s):

Md. Toky Foysal Talukdar ◽

Shahnewaz Karim Sakib ◽

Celia Shahnaz ◽

Shaikh Anowarul Fattah

Keyword(s):

Motor Imagery ◽

Classification Scheme ◽

Intrinsic Mode Function ◽

Signal Classification ◽

Eeg Signal ◽

Mode Function ◽

Eeg Signal Classification

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Motor Imagery EEG Signal Classification Algorithm Based on Riemannian Space

2020 IEEE 5th International Conference on Signal and Image Processing (ICSIP) ◽

10.1109/icsip49896.2020.9339358 ◽

2020 ◽

Author(s):

Gao Zhidong ◽

Zhang Hui ◽

Gao Nuo

Keyword(s):

Motor Imagery ◽

Riemannian Space ◽

Classification Algorithm ◽

Signal Classification ◽

Eeg Signal ◽

Eeg Signal Classification

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