EEG-based communication: A pattern recognition approach

W D Penny, S J Roberts, E A Curran, M J Stokes

Research output: Contribution to journalArticlepeer-review

170 Citations (Scopus)


We present an overview of our research into brain-computer interfacing (BCI). This comprises an offline study of the effect of motor imagery on EEG and an online study that uses pattern classifiers incorporating parameter uncertainty and temporal information to discriminate between different cognitive tasks in real-time.

Original languageEnglish
Pages (from-to)214-215
Number of pages2
JournalIEEE Transactions on Rehabilitation Engineering
Issue number2
Publication statusPublished - Jun 2000


  • Communication Aids for Disabled
  • Electroencephalography
  • Evoked Potentials
  • Fourier Analysis
  • Humans
  • Imagination
  • Motor Cortex
  • Neural Networks (Computer)
  • Signal Processing, Computer-Assisted
  • Somatosensory Cortex
  • User-Computer Interface
  • Journal Article
  • Research Support, Non-U.S. Gov't

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