scholarly journals A Deep Learning Approach for Motor Imagery EEG Signal Classification

2016 ◽  
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

scholarly journals A Deep Learning Approach for Brain Computer Interaction-Motor Execution EEG Signal Classification

IEEE Access ◽  
2021 ◽  
Vol 9 ◽  
pp. 101513-101529
Author(s):  
Nesma E. Elsayed ◽  
Ahmed S. Tolba ◽  
Magdi Z. Rashad ◽  
Tamer Belal ◽  
Shahenda Sarhan
Keyword(s):  
Deep Learning ◽  
Signal Classification ◽  
Learning Approach ◽  
Eeg Signal ◽  
Motor Execution ◽  
Eeg Signal Classification ◽  
Computer Interaction

scholarly journals An end-to-end deep learning approach to MI-EEG signal classification for BCIs

2018 ◽  
Vol 114 ◽  
pp. 532-542 ◽  
Author(s):  
Hauke Dose ◽  
Jakob S. Møller ◽  
Helle K. Iversen ◽  
Sadasivan Puthusserypady
Keyword(s):  
Deep Learning ◽  
Signal Classification ◽  
Learning Approach ◽  
Eeg Signal ◽  
Eeg Signal Classification ◽  
End To End

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

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 ◽  
Eeg Signal ◽  
Internet Of Medical Things ◽  
Eeg Signal Classification ◽  
Selection For

EEG Signal Classification for Motor Imagery

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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