An evaluation of pdi-Boosting for brain-computer interfaces

  title={An evaluation of pdi-Boosting for brain-computer interfaces},
  author={Isao Hayashi and Shinji Tsuruse},
  journal={The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems},
Brain-computer interface (BCI) technologies have recently entered the research limelight. In many such systems, external computers and machines are controlled by brain activity signals measured using near-infrared spectroscopy (NIRS) or electroencephalograph (EEG) devices. In this paper, we evaluate the boosting algorithm for BCI using simple numerical examples where we add various amounts of disturbances. In pdi-Boosting, interpolated data is generated around classification errors using a… CONTINUE READING