Determining the Demands of Disabled People by Artificial Intelligence Methods
نویسندگان
چکیده
Analysis of brain activities and remote control are among the current issues that being studied. signals arising during functions is electroencephalography (EEG). EEG have intellectual, visual stimulation, motion resultant forms. Especially, generated by stimulus within scope this study. In study, research was carried out on classification formed in a person looking at figures. For these studies, first all, from were recorded with images filtered to remove noise. Then, features extracted signals. Moment 5 feature also used addition many studies such as mean, median, standard deviation entropy. made using Support Vector Machine (SVM), k Nearest Neighbor (KNN), Decision Tree (DT) algorithms. Classification for 4 different shapes used, since square, circle, triangle, star, same categorical names stage. As result signals; SVM KNN algorithms determined which shape viewed 99.99% accuracy. These results show produced according structure viewed. This situation shows it can be method give patients opportunity express their requests just or thinking.
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ژورنال
عنوان ژورنال: Computer Science
سال: 2021
ISSN: ['2774-9711', '2808-9065']
DOI: https://doi.org/10.53070/bbd.990485