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Investigation of the mirrored-word reading paradigm for BCI implementation by Randy E.S. Harnarinesingh; Chanan S. Syan is a Medicine article available to read on EtoBox.

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## Abstract Brain-computer interface (BCI) applications such as keyboard control and vehicular navigation present significant assistive merit for disabled individuals. However, there are limitations associated with BCI paradigms which restrict a wider adoption of BCI technology. For example, rapid serial visual presentation (RSVP) paradigms can induce seizures in photosensitive epileptic subjects. This paper evaluates the novel mirrored-word reading paradigm (MWRP) for BCI implementation using an offline experimental study. The offline study obtained an average single-trial classification accuracy of 74.10%. The results also demonstrate that the use of multiple trials for classification can increase the accuracy as is common with BCIs. The developed MWRP-based BCI also utilized a low presentation frequency which averts the possibility of paradigm induced photosensitivity. However, there are multiple avenues for future work. The MWRP can be implemented in the online format for real-time device control. For example, a vehicular application platform can be used where the word orientation represents directions for travel. The MWRP can also be investigated across a wider range of stimul

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Author

Randy E.S. Harnarinesingh; Chanan S. Syan

Publisher

Walter de Gruyter GmbH

Published

2018

Language

EN

Field

Medicine (Health Sciences)