- Tytuł:
- Feature selection for EEG-based discrimination between imagination of left and right hand movements
- Autorzy:
-
Binias, B.
Palus, H. - Powiązania:
- https://bibliotekanauki.pl/articles/114144.pdf
- Data publikacji:
- 2015
- Wydawca:
- Stowarzyszenie Inżynierów i Techników Mechaników Polskich
- Tematy:
-
EEG signal
brain-computer interfaces
feature extraction
classification
lateralized brain activity - Opis:
- : In this article was analyzed an influence of selected features on the accuracy of discrimination between imagination of right and left hand movements based on recorded EEG waveforms. The study showed a significant advantage that individual selection of features and a classification algorithm for analyzed data holds over the more general approach. The results were compared with the results obtained by the participants of the "BCI competition IV" and placed in the top three.
- Źródło:
-
Measurement Automation Monitoring; 2015, 61, 4; 94-97
2450-2855 - Pojawia się w:
- Measurement Automation Monitoring
- Dostawca treści:
- Biblioteka Nauki
Artykuł