Time-frequency analysis of EEG sleep spindles based upon matching pursuit algorithm

Proceedings of the Second International Symposium on Instrumentation Science and Technology

Volumn 2, Issue , 2002, Pages

  Ji, Zhong ^a   Qin, Shuren ^a   Peng, Liling ^a  

^a CHONGQING UNIVERSITY   (China)

Author keywords

EEG; Matching pursuit algorithm (MP); Sleep spindles

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; FUNCTIONS; ITERATIVE METHODS; PATHOLOGY; VECTORS;

GABOR FUNCTION; MATCHING PURSUIT ALGORITHM; SLEEP SPINDLES; TIME FREQUENCY ANALYSIS;

ELECTROENCEPHALOGRAPHY;

EID: 0141545001     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Niedermayer, E. and Lopes Da Silva, F., editor Electroencephalography: Basic Principles, Clinical Applications and Related Fields. Williams & Wilkins, fourt edition. 1999.
2. Mallat, S. and Zhang, Z. Matching pursuit with time-frequency dictionaries. IEEE Transactions on Signal Processing 41, 12, 1993, p3397-3415.
3. The Matching Pursuit package by Stephane Mallat and Zhifeng Zhang
4. ftp://cs.nyu.edu/pub/wave/software/mpp.tar.z
5. L. Cohen Time-Frequency Analysis p95.
6. John R. Hughes EEG in Clinical Practice Second Editor, 1994.
7. Jankel W.R. and Niedermayer E. Sleep Spindle Journal of Clinical Neuro-physiology 2(1):1-35,1985.
8. Schimicek P, Zeitlhofer J. etc. Automatic Sleep-Spindle Detection Procedure: Aspects of Reliability and Validity. Clinical Encephalography, 1994 Vol. 25 No. 1 p26-29.
9. Campbell K., Kumar A. etc. Human and automatic validation of a phase-locked loop spindle detection system Electroencephalography Clin. Neurophysiol., 48: p602-605, 1980.
10. Fish D.R., Allen P.J., etc. A new method for the quantitative analysis of sleep spindles during continuous overnight EEG recordings. Electroencephalogy Clin. Neurophysiol 70:p273-277, 1988.
11. Marc R. Nuwer, Giancarlo Comi, etc. IFCN standards for digital recording of clinical EEG Electroencephalography and clinical Neurophysiology 106 p259-261, 1998.
12. Jobert, E., Poiseau, E., etc. Topographical analysis of sleep spindle activity. Neuropsychobiology, 26:p210-217, 1992.