22 January 2010 Brain-computer interface design using alpha wave
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Proceedings Volume 7500, ICMIT 2009: Mechatronics and Information Technology; 75000G (2010) https://doi.org/10.1117/12.858115
Event: ICMIT 2009: Mechatronics and Information Technology, 2009, Gwangju, Korea, Republic of
Abstract
A brain-computer interface (BCI) is a novel communication system that translates brain activity into commands for a computer or other electronic devices. BCI system based on non-invasive scalp electroencephalogram (EEG) has become a hot research area in recent years. BCI technology can help improve the quality of life and restore function for people with severe motor disabilities. In this study, we design a real-time asynchronous BCI system using Alpha wave. The basic theory of this BCI system is alpha wave-block phenomenon. Alpha wave is the most prominent wave in the whole realm of brain activity. This system includes data acquisition, feature selection and classification. The subject can use this system easily and freely choose anyone of four commands with only short-time training. The results of the experiment show that this BCI system has high classification accuracy, and has potential application for clinical engineering and is valuable for further research.
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Hai-bin Zhao, Hai-bin Zhao, Hong Wang, Hong Wang, Chong Liu, Chong Liu, Chun-sheng Li, Chun-sheng Li, } "Brain-computer interface design using alpha wave", Proc. SPIE 7500, ICMIT 2009: Mechatronics and Information Technology, 75000G (22 January 2010); doi: 10.1117/12.858115; https://doi.org/10.1117/12.858115
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