Brain-Computer Interface Based on Generation of Visual Images

  title={Brain-Computer Interface Based on Generation of Visual Images},
  author={Pavel Bobrov and Alexander Frolov and Charles Cantor and I. Fedulova and Mikhail Bakhnyan and Alexander Zhavoronkov},
  booktitle={PloS one},
This paper examines the task of recognizing EEG patterns that correspond to performing three mental tasks: relaxation and imagining of two types of pictures: faces and houses. The experiments were performed using two EEG headsets: BrainProducts ActiCap and Emotiv EPOC. The Emotiv headset becomes widely used in consumer BCI application allowing for conducting large-scale EEG experiments in the future. Since classification accuracy significantly exceeded the level of random classification during… CONTINUE READING