EEG pattern recognition techniques review

EEG measurements are commonly used in medical applications, but thanks to increased processing power Brain Computer Interface (BCI), applications are becoming attractive research activities. Thanks to different medical imaging techniques most of brain functions have been reverse engineered. BCI provides new communication and control possibilities without peripheral nerves and muscles dependency. In this paper we review two EEG pattern recognition techniques suitable for real time locomotion command and vigilance measurement.