Brain-Computer Interface System Based on P300 Processing with Convolutional Neural Network, Novel Speller, and Low Number of Electrodes
Sign Up to like & getrecommendations! Published in 2020 at "Cognitive Computation"
DOI: 10.1007/s12559-020-09744-2
Abstract: The P300 wave has been successfully employed to develop brain-computer interfaces (BCI) for speller applications. However, methods to analyze the P300 require computers with high processing capability because they are computationally complex and require many… read more here.
Keywords: system; based p300; network; bci speller ... See more keywords
Evaluation of flashing stimuli shape and colour heterogeneity using a P300 brain-computer interface speller
Sign Up to like & getrecommendations! Published in 2019 at "Neuroscience Letters"
DOI: 10.1016/j.neulet.2019.134385
Abstract: Previous works using a visual P300-based speller have reported an improvement modifying the shape or colour of the presented stimulus. However, the effects of both blended factors have not been yet studied. Thus, the aim… read more here.
Keywords: colour heterogeneity; block shaped; speller; p300 ... See more keywords
A High Performance Spelling System based on EEG-EOG Signals With Visual Feedback
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2018.2839116
Abstract: In this paper, we propose a highly accurate and fast spelling system that employs multi-modal electroencephalography-electrooculography (EEG-EOG) signals and visual feedback technology. Over the last 20 years, various types of speller systems have been developed… read more here.
Keywords: eeg eog; spelling system; system; visual feedback ... See more keywords
A Synchronous Motor Imagery Based Neural Physiological Paradigm for Brain Computer Interface Speller
Sign Up to like & getrecommendations! Published in 2017 at "Frontiers in Human Neuroscience"
DOI: 10.3389/fnhum.2017.00274
Abstract: Brain Computer Interface (BCI) speller is a typical BCI-based application to help paralyzed patients express their thoughts. This paper proposed a novel motor imagery based BCI speller with Oct-o-spell paradigm for word input. Furthermore, an… read more here.
Keywords: motor imagery; computer interface; control; bci speller ... See more keywords