A comparison of regression techniques for a two-dimensional sensorimotor rhythm-based brain–computer interface
نویسندگان
چکیده
منابع مشابه
A comparison of regression techniques for a two-dimensional sensorimotor rhythm-based brain-computer interface.
People can learn to control electroencephalogram (EEG) features consisting of sensorimotor-rhythm amplitudes and use this control to move a cursor in one, two or three dimensions to a target on a video screen. This study evaluated several possible alternative models for translating these EEG features into two-dimensional cursor movement by building an offline simulation using data collected dur...
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Measures that quantify the relationship between two or more brain signals are drawing attention as neuroscientists explore the mechanisms of large-scale integration that enable coherent behavior and cognition. Traditional Fourier-based measures of coherence have been used to quantify frequency-dependent relationships between two signals. More recently, several off-line studies examined phase-lo...
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ژورنال
عنوان ژورنال: Journal of Neural Engineering
سال: 2010
ISSN: 1741-2560,1741-2552
DOI: 10.1088/1741-2560/7/1/016003