Ensemble learning for classification of motor imagery tasks in multiclass brain computer interfaces

2014 ◽  
Author(s):  
Luis F. Nicolas-Alonso ◽  
Rebeca Corralejo ◽  
Javier Gomez-Pilar ◽  
Daniel Alvarez ◽  
Roberto Hornero
Keyword(s):  
Ensemble Learning ◽  
Motor Imagery ◽  
Brain Computer Interfaces ◽  
Computer Interfaces

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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