scholarly journals Semi-supervised Deep Learning in Motor Imagery-Based Brain-Computer Interfaces with Stacked Variational Autoencoder

2020 ◽  
Vol 1631 ◽  
pp. 012007 ◽  
Author(s):  
Junjian Chen ◽  
Zhuliang Yu ◽  
Zhenghui Gu
Keyword(s):  
Deep Learning ◽  
Motor Imagery ◽  
Brain Computer Interfaces ◽  
Computer Interfaces ◽  
Variational Autoencoder

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

Ethical implications of brain-computer interfaces with emotion, motor imagery, and subvocal speech classification

2021 ◽  
Author(s):  
Joseph O'Neill ◽  
Jenario Johnson ◽  
Rutledge Detyens ◽  
Roberto W. Batista ◽  
Sorinel Oprisan ◽  
...  
Keyword(s):  
Motor Imagery ◽  
Brain Computer Interfaces ◽  
Ethical Implications ◽  
Computer Interfaces ◽  
Speech Classification

Practical and Meaningful Feedback Method for Training Users of Motor Imagery Based Brain-Computer Interfaces

2016 ◽  
Author(s):  
Gabriela I. Sanchez-Cossio ◽  
Luz Maria Alonso-Valerdi ◽  
Raymundo de Jesus Soto-Ortiz ◽  
Ricardo A. Ramirez-Mendoza
Keyword(s):  
Motor Imagery ◽  
Brain Computer Interfaces ◽  
Computer Interfaces ◽  
Feedback Method
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