Indonesia Conference Directory

The nervous system in the body has information to move body parts. This information will be classified to find out what signal information is in the human brain. One developing application is Electroenchephalography (EEG), which is an instrument for capturing these brain signals. Signal patterns can be known from the stimulation a person receives from movements that result from brain activity. In this study, the authors built a system that would classify imagery motor patterns of brain activity through the EEG produced. CSP is used as a feature selection to retrieve patterns from imagery motor signals. Meanwhile, at the classification stage use PSO and SVM. PSO is used because it is more efficient because it requires less computing. Based on the results of calculations carried out it produces a significant accuracy of 93%.