Four-Class Motor Imagery EEG Signal Classification using PCA, Wavelet and Two-Stage Neural Network

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2019.0100562 ◽

2019 ◽

Vol 10 (5) ◽

Author(s):

Md. Asadur Rahman ◽

Farzana Khanam ◽

Md. Kazem ◽

Mohammad Khurshed ◽

Mohiuddin Ahmad

Keyword(s):

Neural Network ◽

Motor Imagery ◽

Signal Classification ◽

Two Stage ◽

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 Classification

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Time Domain Features for EEG Signal Classification of Four Class Motor Imagery Using Artificial Neural Network

Proceedings of the 1st International Conference on Electronics, Biomedical Engineering, and Health Informatics - Lecture Notes in Electrical Engineering ◽

10.1007/978-981-33-6926-9_53 ◽

2021 ◽

pp. 605-612

Author(s):

Rahmat Widadi ◽

Dodi Zulherman ◽

S. Rama Febriyan Ari

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Motor Imagery ◽

Time Domain ◽

Signal Classification ◽

Eeg Signal Classification ◽

Artificial Neural

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A spatial-frequency-temporal 3D convolutional neural network for motor imagery EEG signal classification

Signal Image and Video Processing ◽

10.1007/s11760-021-01924-3 ◽

2021 ◽

Author(s):

Minmin Miao ◽

Wenjun Hu ◽

Wenbin Zhang

Keyword(s):

Neural Network ◽

Spatial Frequency ◽

Convolutional Neural Network ◽

Motor Imagery ◽

Signal Classification ◽

Eeg Signal Classification

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A Deep Convolutional Neural Network Framework for EEG Signal Classification

SSRN Electronic Journal ◽

10.2139/ssrn.3970602 ◽

2021 ◽

Author(s):

Aswini A ◽

Sreeraj S

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Deep Convolutional Neural Network ◽

Signal Classification ◽

Eeg Signal Classification

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An Improved EEG Signal Classification Using Neural Network with the Consequence of ICA and STFT

Journal of Electrical Engineering and Technology ◽

10.5370/jeet.2014.9.3.1060 ◽

2014 ◽

Vol 9 (3) ◽

pp. 1060-1071 ◽

Author(s):

K. Sivasankari ◽

K. Thanushkodi

Keyword(s):

Neural Network ◽

Signal Classification ◽

Eeg Signal Classification

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EEG Signal Classification Using Neural Network and Support Vector Machine in Brain Computer Interface

Advances in Intelligent Systems and Computing - Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2016 ◽

10.1007/978-3-319-48308-5_24 ◽

2016 ◽

pp. 246-256 ◽

Author(s):

M. M. El Bahy ◽

M. Hosny ◽

Wael A. Mohamed ◽

Shawky Ibrahim

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Brain Computer Interface ◽

Signal Classification ◽

Computer Interface ◽

Support Vector ◽

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 ◽

Author(s):

Rajdeep Chatterjee ◽

Tanmoy Maitra ◽

SK Hafizul Islam ◽

Mohammad Mehedi Hassan ◽

Atif Alamri ◽

...

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Motor Imagery ◽

Signal Classification ◽

Internet Of Medical Things ◽

Eeg Signal Classification ◽

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Electroencephalogram (EEG) Signal Classification Using Artificial Neural Network to Control Electric Artificial Hand Movement

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/938/1/012005 ◽

2020 ◽

Vol 938 ◽

pp. 012005

Author(s):

A S Saragih ◽

A Pamungkas ◽

B Y Zain ◽

W Ahmed

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Hand Movement ◽

Signal Classification ◽

Eeg Signal Classification ◽

Artificial Neural ◽

Artificial Hand ◽

Electroencephalogram Eeg

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Transform based feature construction utilizing magnitude and phase for convolutional neural network in EEG signal classification

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

10.1109/bci48061.2020.9061635 ◽

2020 ◽

Author(s):

Jeonghyun Kim ◽

Yongkoo Park ◽

Wonzoo Chung

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Signal Classification ◽

Feature Construction ◽

Eeg Signal Classification

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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 Classification

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