Decomposition of event-related brain potentials into multicomponents using wavelet transform

Applied Signal Processing

Volumn 5, Issue 3, 1998, Pages 142-151

  Ademoglu, A ^a   Demiralp, T ^b,d   Yordanova, J ^c   Kolev, V ^c   Devrim, M ^b  

^a BOGAZICI UNIVERSITY   (Turkey)

^b ISTANBUL UNIVERSITY   (Turkey)

^c INSTITUTE OF PHYSIOLOGY   (Bulgaria)

^d ISTANBUL UNIVERSITY   (Turkey)

Author keywords

Cognitive processes; Event related potentials (ERPs); Multiresolution Analysis; P300 wave; Time frequency analysis; Wavelet Transform (WT)

Indexed keywords

BRAIN; ELECTROPHYSIOLOGY; FREQUENCY DOMAIN ANALYSIS; NEUROPHYSIOLOGY; TIME DOMAIN ANALYSIS; WAVELET TRANSFORMS;

EVENT-RELATED POTENTIALS (ERP); MULTIRESOLUTION ANALYSIS;

BIOELECTRIC POTENTIALS;

EID: 0032265271     PISSN: 09410635     EISSN: None     Source Type: Journal    
DOI: 10.1007/s005290050016     Document Type: Article

References (38)

1. Picton TW, Stuss DT. The component structure of the human event-related potentials. Progr Brain Res 1980; 54:17-48
2. Regan D. Human brain electrophysiology: evoked potentials and evoked magnetic fields in science and medicine. Elsevier, Amsterdam 1989
3. Hillyard S, Picton TW. Electrophysiology of cognition. In: Plum F (ed). Handbook of physiology. American Physiological Society, Baltimore, 1987, pp 519-584
4. Rossler F, Manzey D. Principal components and varimax-rotated components in event-related potential research: some remarks on their interpretation. Biol Psychol 1981; 13:3-26
5. Basar E, Bullock TH (eds). Induced rhythms in the brain. Birkhauser, Boston, 1992
6. Pantev C, Elbert T, Lutkenhoner B. (eds). Oscillatory event-related brain dynamics. Plenum Press, New York, 1994
7. Gabor D. Theory of communication. J IEE (Lond) 1946; 93:429-141
8. Makeig S. Auditory event-related dynamics of the EEG spectrum and effects of exposure to tones. Electroenceph Clin Neurophysiol 1993; 86:283-293
9. Grossman A, Morlet J. Decomposition of Hardy functions into square integrable wavelets of constant shape. SIAM J Math Anal 1984; 15:723-736
10. Daubechies I. Orthonormal bases of compactly supported wavelets. Commun Pure Appl Math 1988; 41:909-996
11. Mallat S. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans Patt Anal Mach Intell 1989; 11:674-693
12. de Weerd J, Kap J. Spectro-temporo representations and time-varying spectra of evoked potentials: A methodological investigation. Biol Cybern 1981; 41:101-117
13. Akay M. (ed) Time-frequency and wavelets in biomedical signal processing. IEEE Press, New York, 1998
14. Thakor N, Yi-Chun S, Caminal P. Multiwave: a wavelet-based ECG data compression algorithm. IEICE Trans Inform Syst 1993; 76:1462-1469
15. Akay M, Akay YM, Lewkowicz S. Investigating the effects of vasodilator drugs on the turbulent sound caused by femoral artery stenosis using short-time Fourier and wavelet transform methods. IEEE Trans Biomed Eng 1994; 41:921-928
16. Karrakchou M, Lambrecht CV, Kunt M. Analyzing pulmonary capillary pressure: More accurate measurements using mutual wavelet packets for adaptive filtering. IEEE Eng Med Biol Mag 1995; 14:179-185
17. Schiff S, Aldroubi A, Unser M, Sato S. Fast wavelet transformation of EEG. Electroenceph Clin Neurophysiol 1994; 91:442-455
18. Bartnik EA, Blinowska KJ, Durka PJ. Single evoked potential reconstruction by means of wavelet transform. Biol Cybern 1992; 67:175-181
19. Ademoglu A. Analysis of averaged and single evoked potentials using damped sinusoids and wavelet basis functions. Ph.D. Thesis, Bogazici University, Istanbul 1995
20. Samar VJ, Swartz KP, Raghuveer MR. Multiresolution analysis of event-related potentials by wavelet decomposition. Brain Cognit 1995; 27:398-438
21. Kolev V, Demiralp T, Yordanova et al. Time-frequency analysis reveals multiple functional components during oddball P300. NeuroReport 1997; 8:2061-2065
22. Ademoglu A, Micheli-Tzanakou E, Istefanopulos Y. Analysis of pattern reversal visual evoked potentials (PRVEPs) by spline wavelets. IEEE Trans Biomed Eng 1997; 44:881-890
23. Geva AB, Pratt H, Zeevi YY. Multichannel wavelet-type decomposition of evoked potentials: model-based recognition of generator activity. Med Biol Eng Comput 1997; 35:40-46
24. Thakor NV, Xin-Rong G, Yi-Chun S. Multiresolution wavelet analysis of evoked potentials. IEEE Trans Biomed Eng 1993; 40:1085-1094
25. Akay M, Akay YM, Cheng P et al. Time-frequency analysis of the electrocortical activity during maturation using wavelet transform. Biol Cybern 1994; 71:169-176
26. Constable R, Thornhill RJ. Using the discrete wavelet transform for time-frequency analysis of the surface EMG signal. Biomed Sci Instrum 1993; 29:121-127
27. Polich J, Kok A. Cognitive and biological determinants of P300: an integrative review. Biol Psychol 1995; 41:103-146
28. Başar-Eroǧlu C, Basar E, Demiralp T et al. P300 response: possible psychophysiological correlates in delta and theta frequency channels. Int J Psychophysiol 1992; 13:161-179
29. Yordanova J, Kolev V. A single-sweep analysis of the theta frequency band during auditory oddball task. Psychophysiology 1998; 35:116-126
30. Childers DG. Event-related potentials: a critical review of methods for single trial detection. CRC Crit Rev Biomed Eng 1986; 11:185-200
31. Lange DH, Pratt H, Inbar GF. Modeling and estimation of single evoked brain potential components. IEEE Trans Biomed Eng 1997; 44:791-799
32. Donchin E, Herning RI. A simulation study of the efficacy of stepwise discriminant analysis in the detection and comparison of event-related potentials. Electroenceph Clin Neurophysiol 1975; 38:51-68
33. Squires N, Squires K, Hillyard S. Two varieties of long-latency positive waves evoked by unpredictable auditory stimuli in man. Electroenceph Clin Neurophysiol 1975; 38:387-401
34. Demiralp T, Ademoglu A, Schürmann M et al. Detection of P300 waves in single trials by the wavelet transform. Brain Lang (in press)
35. Unser M, Aldroubi A, Eden M. On the asymptotic convergence of B-spline wavelets to Gabor functions. IEEE Trans Inform Theory 1992; 38:864-872
36. Unser M, Aldroubi A, Eden M. Fast B-spline transforms for continuous image representation and interpolation. IEEE Trans Patt Anal Mach Intell 1991; 13:277-285
37. Rioul O, Duhamel P. Fast algorithms for discrete and continous wavelet transforms. IEEE Trans Inform Theory 1992; 38:569-586
38. Chui CK. An introduction to wavelets: wavelet analysis and its applications. Academic Press, Boston, 1992