EEG-based Communication with a Predictive Text Algorithm
December 14, 2018 Β· Declared Dead Β· π arXiv.org
"No code URL or promise found in abstract"
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Authors
Daniel Omeiza, Kayode Sakariyah Adewole, Daniel Nkemelu
arXiv ID
1812.05945
Category
cs.HC: Human-Computer Interaction
Cross-listed
cs.IR,
cs.LG,
eess.SP
Citations
0
Venue
arXiv.org
Last Checked
5 months ago
Abstract
Several changes occur in the brain in response to voluntary and involuntary activities performed by a person. The ability to retrieve data from the brain within a time space provides a basis for in-depth analyses that offer insight on what changes occur in the brain during its decision-making processes. In this work, we present the technical description and software implementation of an electroencephalographic (EEG) based communication system. We read EEG data in real-time with which we compute the likelihood that a voluntary eye blink has been made by a person and use the decision to trigger buttons on a user interface in order to produce text. Relevant texts are suggested using a modification of the T9 algorithm. Our results indicate that EEG-based technology can be effectively applied in facilitating speech for people with severe speech and muscular disabilities, providing a foundation for future work in the area.
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