AN ENHANCED EEG-BASED P300 SPELLER USING THE KERNEL ICA

Yu-Ri Lee, Ju-Yeong Lee, Hyoung-Nam Kim

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References

  1. [1] L. A. Farwell, & E. Donchin, Talking off the top ofyour head: Toward a mental prosthesis utilizing event-related brain potentials, Electroencephalography andclinical Neurophysiology, 70(1), 1988, 510–523.
  2. [2] N. Xu, X. Gao, B. Hong, X. Miao, S. Gao, & F. Yang,BCI Competition 2003—Data Set IIb: Enhancing P300Wave Detection Using ICA-Based Subspace Projectionsfor BCI Applications, IEEE Transaction on BiomedicalEngineering, 51(6), 2004, 1067-1072.
  3. [3] A. Cichocki, & S.-I. Amari, Adaptive blind signaland image processing, (Chichester, John Wiley, 2002).
  4. [4] A. Bell, & T. Sejnowski, An information-maximization approach to blind separation and blinddeconvolution, Neural Computation, 7(6), 1995, 1129–1159.
  5. [5] A. Hyvarinen, & E. Oja, A fast-fixed point algorithmfor independent component analysis, Neural Computation,9(7), 1997, 1483-1492.
  6. [6] J.-F. Cardoso, & A. Souloumiac, Blind Beamformingfor non Gaussian Signals, IEE proceedings-F(Radar andSignal Processing), 140(6), 1993, 362–370.
  7. [7] Bach, Francis R., & Michael I. Jordan., Kernelindependent component analysis, The Journal of MachineLearning Research, 3(1), 2003, 1-48.
  8. [8] E. Donchin, K. M. Spencer, & R. Wijesinghe, Themental prosthesis: assessing the speed of a P300-basedbrain-computer interface, IEEE Transaction onRehabilitation Engineering, 8(2), 2000, 174-179.
  9. [9] S. Makeig, M. Westerfield, T. P. Jung, S. Enghoff, J.Thwnsend, E. Courchesne, & T. J. Sejnowski, Dynamicbrain sources of visual evoked responses, Science, 295(1),2002, 690–694.
  10. [10]Documentation 2nd Wadsworth BCI Datasethttps://www.bbci.de/competition/ii/albany_desc/albany_desc_ii.pdf

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