The reduction of learning sample in information-measuring and control systems based on brain-computer interface technology

Author(s):  
R. A. Fayzrakhmanov ◽  
R. R. Bakunov
2020 ◽  
Author(s):  
D. Yu. Muromtsev ◽  
A. N. Gribkov ◽  
N. Yu. Zalukaeva ◽  
O. A. Belousov ◽  
V. P. Belyaev ◽  
...  

2021 ◽  
Vol 15 ◽  
Author(s):  
Sanghum Woo ◽  
Jongmin Lee ◽  
Hyunji Kim ◽  
Sungwoo Chun ◽  
Daehyung Lee ◽  
...  

Brain–computer interfaces can provide a new communication channel and control functions to people with restricted movements. Recent studies have indicated the effectiveness of brain–computer interface (BCI) applications. Various types of applications have been introduced so far in this field, but the number of those available to the public is still insufficient. Thus, there is a need to expand the usability and accessibility of BCI applications. In this study, we introduce a BCI application for users to experience a virtual world tour. This software was built on three open-source environments and is publicly available through the GitHub repository. For a usability test, 10 healthy subjects participated in an electroencephalography (EEG) experiment and evaluated the system through a questionnaire. As a result, all the participants successfully played the BCI application with 96.6% accuracy with 20 blinks from two sessions and gave opinions on its usability (e.g., controllability, completeness, comfort, and enjoyment) through the questionnaire. We believe that this open-source BCI world tour system can be used in both research and entertainment settings and hopefully contribute to open science in the BCI field.


Vestnik MGSU ◽  
2015 ◽  
pp. 147-159
Author(s):  
Irina Petrova ◽  
◽  
Viktoriya Zaripova ◽  
Yuliya Lezhnina ◽  
◽  
...  

2018 ◽  
Vol 22 (S5) ◽  
pp. 11841-11848
Author(s):  
S. Tamilarasi ◽  
J. Sundararajan

2020 ◽  
Vol 24 (5) ◽  
pp. 9-13
Author(s):  
V.M. Panarin ◽  
L.E. Scheinkman ◽  
A.A. Maslova ◽  
G.Yu. Tsar'kov ◽  
K.V. Grishakov ◽  
...  

Ways to improve the efficiency of information-measuring and control systems for predicting and preventing accidental gas emissions into the atmosphere for gas distribution facilities are given. Implementation of the developed system in relation to gas reduction points and electrical protective installations is proposed.


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