40. Single-Trial Analysis of EEG for Enabling Cognitive User Interfaces

  1. Metin Akay Bachelor of Science, Master of Science in Electrical Engineering, Ph.D. professor chairman author coauthor editor chair guest editor fellow senior member member
  1. Adam D. Gerson1,
  2. Lucas C. Parra2 and
  3. Paul Sajda1

Published Online: 10 APR 2006

DOI: 10.1002/9780470068298.ch40

Handbook of Neural Engineering

Handbook of Neural Engineering

How to Cite

Gerson, A. D., Parra, L. C. and Sajda, P. (2006) Single-Trial Analysis of EEG for Enabling Cognitive User Interfaces, in Handbook of Neural Engineering (ed M. Akay), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470068298.ch40

Editor Information

  1. Scottsdale, Arizona, USA

Author Information

  1. 1

    Department of Biomedical Engineering, Columbia University, New York, New York, USA

  2. 2

    New York Center for Biomedical Engineering, City College of New York, New York, New York, USA

Publication History

  1. Published Online: 10 APR 2006
  2. Published Print: 20 DEC 2006

ISBN Information

Print ISBN: 9780470056691

Online ISBN: 9780470068298



  • EEG single-trial analysis enabling cognitive user interfaces;
  • cognitive user interface in error correction;
  • error-related negativity (ERN)-based interfaces in error correction


This chapter contains sections titled:

  • Introduction

  • Machine Learning: Linear Methods

  • Cognitive User Interface for Error Correction

  • Cognitive User Interface for Image Search

  • Conclusion

  • Acknowledgments

  • References