Investigating the possibility of using a single electrode brain-computer interface device for human machine interaction by means of cluster analysis

The use of a consumer-grade Brain-Computer Interface (BCI) has seen significant interests among researchers and hobbyists like communities. It has been suggested as a viable mean to control robots, improve learning experience and even to classify thought patterns. This paper investigates the possibi...

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Vydáno v:	2016 Al-Sadeq International Conference on Multidisciplinary in IT and Communication Science and Applications (AIC-MITCSA) s. 1 - 6
Hlavní autoři:	Ali, Ali H., Al-Musawi, Raed S. H.
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 01.05.2016
Témata:	Algorithm design and analysis Calinski-Harabasz index cluster analysis Clustering algorithms Davies-Bouldin index Digital filters EEG signal Electroencephalography FCM Headphones k-means Machine learning algorithms MindWave Neurons SOMs
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