Independent component analysis and time-frequency method for noisy EEG signal analysis

International Conference on Signal Processing Proceedings, ICSP

Volumn 4, Issue , 2006, Pages

  Ye, Ning ^a   Wang, Xu ^a   Sun, Yuge ^a  

^a NORTHEASTERN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTROENCEPHALOGRAPHY; SIGNAL PROCESSING; SPURIOUS SIGNAL NOISE;

NOISY COMPONENTS; SCALP ELECTRODE; TIME-FREQUENCY ANALYSIS;

INDEPENDENT COMPONENT ANALYSIS;

EID: 34249284827     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICOSP.2006.345938     Document Type: Conference Paper

References (10)

1. Hojjat A. and Ziqin Z. "Analysis of EEG records in an epileptic patient using wavelet transform", Journal of Neuroscience Methods, 123, pp. 69- 87, 2003.
2. Silvia C. and David B. "EEG classification using generative independent component analysis", Neurocomputing,69, pp.769-777, 2006.
3. Co M. and Alexander Y. "A method for detection of Alzheimer's disease using ICA-enhanced EEG measurements", Artificial Intelligence in Medicine,33, pp.209-222,2005.
4. James and Stone V. "Independent component analysis: an introduction", TRENDS in Cognitive Sciences, 6(2), pp.59-64, 2002.
5. Ikeda and Toyama. "Independent component analysis for noisy data MEG data analysis", Neural Networks, 13 ,pp. 1063- 1074, 2000.
6. Aapo H. and Juha K. "Independent component analysis", 2001.
7. Dik K. W. and Marcos P. G. "Classification of individual trials based on the best independent component of EEG-recorded sentences", Neurocomputing, 61 ,pp.479-484, 2004.
8. Matz G. and Hlawatsch F. "Wigner distributions (nearly) everywhere: time-frequency analysis of signals, systems, random processes", signal spaces, and frames, Signal Processing, 83, pp.1355-1378, 2003.
9. David V. "Time-frequency analysis as asymptotic method", Journal of the Franklin Institute , 340 ,pp.77-86,2003.
10. Ginter J. and Blinowska K. J. "Phase and amplitude analysis in time-frequency space - application to voluntary finger movement", Journal of Neuroscience Methods, 110, pp. 113-124, 2001.