Optimizing the P300-based brain-computer interface: current status, limitations and future directions

J Neural Eng. 2011 Apr;8(2):025003. doi: 10.1088/1741-2560/8/2/025003. Epub 2011 Mar 24.

Abstract

This paper summarizes the presentations and discussions at a workshop held during the Fourth International BCI Meeting charged with reviewing and evaluating the current state, limitations and future development of P300-based brain-computer interface (P300-BCI) systems. We reviewed such issues as potential users, recording methods, stimulus presentation paradigms, feature extraction and classification algorithms, and applications. A summary of the discussions and the panel's recommendations for each of these aspects are presented.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.
  • Review

MeSH terms

  • Biofeedback, Psychology / methods*
  • Brain / physiology*
  • Brain Mapping / trends*
  • Electroencephalography / trends*
  • Event-Related Potentials, P300 / physiology*
  • Forecasting
  • Humans
  • Man-Machine Systems*
  • Signal Processing, Computer-Assisted
  • User-Computer Interface*