Brain–computer interfaces and electroencephalogram: basics and practical issues
This chapter is a comprehensive overview of noninvasive brain-machine interface (BMI). Though intended for nonspecialists, it contains some technical details and the background materials for the rest of the book. After introducing the core components of the BMI systems, this chapter describes various possibilities for brain activity measurements. It then emphasizes on electroencephalogram (EEG), which will be used as the source of the signals for BMI in the rest of the book. Next, possible standard preprocessing algorithms commonly used in EEG-based BMIs are illustrated along with the main categories of features extracted from EEG and used for classifications. Finally, some possible applications of BMI are described.
Brain–computer interfaces and electroencephalogram: basics and practical issues, Page 1 of 2
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