Using Combination of µ,β and γ Bands in Classification of EEG Signals

  title={Using Combination of µ,β and γ Bands in Classification of EEG Signals},
  author={Mina Mirnaziri and Masoomeh Rahimi and Sepidehsadat Alavikakhaki and Reza Ebrahimpour},
  booktitle={Basic and clinical neuroscience},
INTRODUCTION In most BCI articles which aim to separate movement imaginations, µ and β frequency bands have been used. In this paper, the effect of presence and absence of γ band on performance improvement is discussed since movement imaginations affect γ frequency band as well. METHODS In this study we used data set 2a from BCI Competition IV. In this data set, 9 healthy subjects have performed left hand, right hand, foot and tongue movement imaginations. Time and frequency intervals are… CONTINUE READING


Publications referenced by this paper.
Showing 1-10 of 39 references

A probabilistic approach to spatio-spectral filters optimization in Brain-Computer Interface.Systems

  • S. Heung-II, L. Seong-Whan
  • Man, and Cybernetics (SMC),
  • 2011
1 Excerpt

A probabilistic approach to spatiospectral filters optimization in Brain - Computer Interface

  • S. Heung-II, L. Seong-Whan
  • Systems , Man , and Cybernetics ( SMC ) , 2011…
  • 2011
1 Excerpt

Classification of Motor Imagery Tasks in EEG Signal and its Application to a Brain-Computer Interface for Controlling Assistive Environmental Devices

  • E. Acar
  • Master Thesis. The Graduate School of Natural and…
  • 2011
1 Excerpt

Generating Artificial EEG SignalsTo Reduce BCI Calibration Time

  • F. Lotte
  • In 5th International Brain-Computer Interface…
  • 2011
2 Excerpts

Similar Papers

Loading similar papers…