Classification of Motor Imagery Hand Movement Directions from EEG extracted Phase Locking Value features for Brain Computer Interfaces

2019 ◽  
Author(s):  
VK Benzy ◽  
A. P. Vinod
Keyword(s):  
Motor Imagery ◽  
Phase Locking ◽  
Hand Movement ◽  
Brain Computer Interfaces ◽  
Computer Interfaces ◽  
Phase Locking Value

Classification of Four-Class Motor-Imagery Data for Brain-Computer Interfaces

2021 ◽  
pp. 763-778
Author(s):  
Luu Ngan Thanh ◽  
Duong Anh Hoang Lan ◽  
Nguyen Dung Xuan ◽  
Dang Khiet Thi Thu ◽  
Pham Chau Nu Ngoc ◽  
...  
Keyword(s):  
Motor Imagery ◽  
Brain Computer Interfaces ◽  
Computer Interfaces ◽  
Imagery Data

Classification of multi-class motor imagery with a novel hierarchical SVM algorithm for brain–computer interfaces

2017 ◽  
Vol 55 (10) ◽  
pp. 1809-1818 ◽  
Author(s):  
Enzeng Dong ◽  
Changhai Li ◽  
Liting Li ◽  
Shengzhi Du ◽  
Abdelkader Nasreddine Belkacem ◽  
...  
Keyword(s):  
Motor Imagery ◽  
Brain Computer Interfaces ◽  
Computer Interfaces ◽  
Svm Algorithm

scholarly journals User Experience May be Producing Greater Heart Rate Variability than Motor Imagery Related Control Tasks during the User-System Adaptation in Brain-Computer Interfaces

2016 ◽  
Vol 7 ◽  
Author(s):  
Luz M. Alonso-Valerdi ◽  
David A. Gutiérrez-Begovich ◽  
Janet Argüello-García ◽  
Francisco Sepulveda ◽  
Ricardo A. Ramírez-Mendoza
Keyword(s):  
Heart Rate ◽  
Heart Rate Variability ◽  
Motor Imagery ◽  
User Experience ◽  
Brain Computer Interfaces ◽  
Computer Interfaces ◽  
System Adaptation
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