Motor imagery BCI classification based on novel two-dimensional modelling in empirical wavelet transform

2020 ◽  
Vol 56 (25) ◽  
pp. 1367-1369 ◽  
Author(s):  
Muhammad Tariq Sadiq ◽  
Xiaojun Yu ◽  
Zhaohui Yuan ◽  
Muhammad Zulkifal Aziz
Keyword(s):  
Wavelet Transform ◽  
Motor Imagery ◽  
Two Dimensional ◽  
Empirical Wavelet Transform

scholarly journals Motor Imagery EEG Signals Decoding by Multivariate Empirical Wavelet Transform-Based Framework for Robust Brain–Computer Interfaces

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 171431-171451 ◽  
Author(s):  
Muhammad Tariq Sadiq ◽  
Xiaojun Yu ◽  
Zhaohui Yuan ◽  
Fan Zeming ◽  
Ateeq Ur Rehman ◽  
...  
Keyword(s):  
Wavelet Transform ◽  
Motor Imagery ◽  
Brain Computer Interfaces ◽  
Eeg Signals ◽  
Computer Interfaces ◽  
Empirical Wavelet Transform

scholarly journals Motor imagery based on adaptive parameterless empirical wavelet transform and selective integrated classification

2018 ◽  
Vol 67 (11) ◽  
pp. 118701
Author(s):  
He Qun ◽  
Wang Yu-Wen ◽  
Du Shuo ◽  
Chen Xiao-Ling ◽  
Xie Ping
Keyword(s):  
Wavelet Transform ◽  
Motor Imagery ◽  
Empirical Wavelet Transform

scholarly journals Motor Imagery EEG Signals Classification Based on Mode Amplitude and Frequency Components Using Empirical Wavelet Transform

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 127678-127692 ◽  
Author(s):  
Muhammad Tariq Sadiq ◽  
Xiaojun Yu ◽  
Zhaohui Yuan ◽  
Zeming Fan ◽  
Ateeq Ur Rehman ◽  
...  
Keyword(s):  
Wavelet Transform ◽  
Motor Imagery ◽  
Eeg Signals ◽  
Mode Amplitude ◽  
Empirical Wavelet Transform ◽  
Frequency Components
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