Online motor imagery BCI based on adaptive and incremental linear discriminant analysis algorithm

Wen, Yukun; Huang, Zhenjun

doi:10.1109/iccsn.2017.8230254

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2020

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“…The motor imagery based BCI system is an essential type of BCI. Traditional motor images produced by BCI acquires data through specific processes, then performs data analysis offline to choose the best channel and parameters [11]. Invasive and Non-Invasive are two essential types of BCI arrangements.…”

Section: Introductionmentioning

confidence: 99%

Brain computer interface based smart keyboard using neurosky mindwave headset

Salih

Abdal

2020

TELKOMNIKA

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In the last decade, numerous researches in the field of electro-encephalography (EEG) and brain-computer-interface (BCI) have been accomplished. BCI has been developed to aid disabled/partially disabled people to efficiently communicate with the community. This paper presents a control tool using the Neurosky Mindwave headset, which detects brainwaves (voluntary blinks and attention) to form a braincomputer interface (BCI) by receiving the system signals from the frontal lobe. This paper proposed an alternative computer input device for those disabled people (who are physically challenged) rather than the conventional one. The work suggested to use two virtual keyboard designs. The conducted experiment revealed a significant result in developing user printing skills on PCs. Encouraging results (1.55-1.8 word per minute (WPM)) were obtained in this research in comparison to other studies.

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Section: Introductionmentioning

confidence: 99%