| Title |
Virtualaus objekto valdymo sistemos smegenų kompiuterio sąsajos tyrimas / |
| Translation of Title |
Virtual object management system of the brain computer interface research. |
| Authors |
Šidlauskas, Kęstutis |
| Full Text |
|
| Pages |
45 |
| Keywords [eng] |
brain - computer interface ; EEG classification ; neural networks ; random forest |
| Abstract [eng] |
This work analyzes the brain – computer interface (BCI) system. Also artificial neural networks and random forest classification algorithms are used in brain – computer interface systems. A prototype of the brain – computer interface was developed. The prototype lets you control your mouse using electromyogram or electroencephalogram reader. In this work, the practical tasks carried out mouse control study using a brain – computer interface. The results were compared with the normal – controlled computer mouse. The study used OCZ NIA electroencephalogram and electromyogram signal reader. Compared which of the used algorithms achieves the highest accuracy. The conclusions were drawn about the BCI prototype. |
| Type |
Master thesis |
| Language |
Lithuanian |
| Publication date |
2013 |
