Automatic denoising of single-trial evoked potentials

NeuroImage

Volumn 66, Issue , 2013, Pages 672-680

  Ahmadi, Maryam ^a   Quian Quiroga, Rodrigo ^a,b  

^a UNIVERSITY OF LEICESTER   (United Kingdom)

^b LEIBNIZ INSTITUTE FOR NEUROBIOLOGY   (Germany)

Author keywords

Auditory evoked potentials; Denoising; Event related potentials; Single trial analysis; Visual evoked potentials; Wavelet transform

Indexed keywords

ADULT; ALGORITHM; ARTICLE; CALCULATION; CONTROLLED STUDY; DENOISING METHOD; ELECTROENCEPHALOGRAM; EVENT RELATED POTENTIAL; EVOKED AUDITORY RESPONSE; EVOKED VISUAL RESPONSE; HUMAN; HUMAN EXPERIMENT; INTERMETHOD COMPARISON; NORMAL HUMAN; PRIORITY JOURNAL; SIMULATION; ADOLESCENT; BRAIN; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; EVOKED RESPONSE; FEMALE; MALE; PHYSIOLOGY; PROCEDURES; SIGNAL PROCESSING; YOUNG ADULT;

ADOLESCENT; ADULT; BRAIN; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; FEMALE; HUMANS; MALE; SIGNAL PROCESSING, COMPUTER-ASSISTED; YOUNG ADULT;

EID: 84870952790     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2012.10.062     Document Type: Article

References (41)

1. Atienza M., Cantero J.L., Quian Quiroga R. Precise timing accounts for posttraining sleep-dependent enhances of the auditory mismatch negativity. NeuroImage 2005, 26:628-634.
2. Bartnik E.A., Blinowska K.J., Durka P.J. Single evoked potential reconstruction by means of wavelet transform. Biol. Cybern. 1992, 67:175-181.
3. Cai T.T., Silverman B.W. Incorporating information on neighboring coefficients into wavelet estimation. Sankhya Ser B 2001, 63:127-148.
4. Cohen A., Daubechies I., Feauveau J.C. Bi-orthogonal bases of compactly supported wavelets. Commun. Pure Appl. Math. 1992, 45:485-560.
5. Dawson G.D. A summation technique for the detection of small evoked potentials. Electroencephalogr. Clin. Neurophysiol. 1954, 6:65-84.
6. De Weerd J.P.C. A-posteriori time varying filtering of averaged evoked potentials 1. Introduction and conceptual basis. Biol. Cybern. 1981, 41:211-222.
7. De Weerd J.P.C., Kap J.I. A posteriori time-varying filtering of averaged evoked-potentials.2. Mathematical and computational aspects. Biol. Cybern. 1981, 41:223-234.
8. Donoho D.L. Wavelet shrinkage and W.V.D: a 10-minute tour. Progress in wavelet analysis and applications: proceeding of the International Conference "Wavelets And Applications," Toulouse, France - June 1992 1993, 109-128. Edition Frontieres, France. Y. Meyer, S. Roques (Eds.).
9. Donoho D.L., Johnstone J.M. Ideal spatial adaptation by wavelet shrinkage. Biometrika 1994, 81:425-455.
10. Donoho D.L., Johnstone I.M. Threshold selection for wavelet shrinkage of noisy data. Engineering in Medicine and Biology Society, 1994 Engineering Advances: New Opportunities for Biomedical Engineers Proceedings of the 16th Annual International Conference of the IEEE A24-A25 1994, vol.1.
11. Effern A., Lehnertz K., Grunwald T., Fernández G., David P., Elger C. Time adaptive denoising of single trial event- related potentials in the wavelet domain. Psychophysiology 2000, 37:859-865.
12. Effern A., Lehnertz K., Fernández G., Grunwald T., David P., Elger C.E. Single trial analysis of event related potentials: non-linear de-noising with wavelets. Clin. Neurophysiol. 2000, 111:2255-2263.
13. Eichele T., Specht K., Moosmann M., Jongsma M.L.A., Quiroga R.Q., Nordby H., Hugdahl K. Assessing the spatiotemporal evolution of neuronal activation with single-trial event-related potentials and functional MRI. Proc. Natl. Acad. Sci. U. S. A. 2005, 102:17798-17803.
14. Goodin D.S., Squires K.C., Starr A. Long latency event-related components of the auditory evoked potential in dementia. Brain 1978, 101:635-648.
15. Grossmann A., Morlet J. Decomposition of hardy functions into square integrable wavelets of constant shape. SIAM J. Math. Anal. 1984, 15:723-736.
16. Hanrahan H.E. Extraction of features in auditory brainstem response (ABR) signals. IEEE 1990, 61-66.
17. Johnstone I.M., Silverman B.W. Wavelet threshold estimators for data with correlated noise. J. R. Stat. Soc. B 1997, 59:319-351.
18. Jongsma M.L.A., Eichele T., Quiroga R.Q., Jenks K.M., Desain P., Honing H., Van Rijn C.M. Expectancy effects on omission evoked potentials in musicians and non-musicians. Psychophysiology 2005, 42:191-201.
19. Jongsma M.L.A., Eichele T., Van Rijn C.M., Coenen A.M.L., Hugdahl K., Nordby H., Quiroga R.Q. Tracking pattern learning with single-trial event-related potentials. Clin. Neurophysiol. 2006, 117:1957-1973.
20. Lopes da Silva F.H. Event-related potentials: methodology and quantification. Electroencephalography: Basic Principles, Clinical Applications and Related Fields 2004, 991-1001. Williams and Wilkins, Baltimore. E. Niedermeyer, F.H. Lopes da Silva (Eds.).
21. Luck S.J. An Introduction to the Event-Related Potentials Technique 2005, MIT Press.
22. Mallat S.G. A Wavelet Tour of Signal Processing 1999, Academic Press, San Diego, (London).
23. Niedermeyer E., Lopes da Silva F.H. Electroencephalography: Basic Principles, Clinical Applications and Related Fields 2004, Lippincott Williams & Wilkins.
24. Quian Quiroga R. Obtaining single stimulus evoked potentials with wavelet denoising. Phys. D 2000, 145:278-292.
25. Quian Quiroga R. Evoked Potentials. Encyclopedia of medical devices and instrumentation 2006, 233-246. John Wiley & Sons. J.G. Webster (Ed.).
26. Quian Quiroga R., Garcia H. Single-trial event-related potentials with wavelet denoising. Clin. Neurophysiol. 2003, 114:376-390.
27. Quian Quiroga R., Schürmann M. Functions and sources of event-related EEG alpha oscillations studied with the wavelet transform. Clin. Neurophysiol. 1999, 110:643-654.
28. Quian Quiroga R., Van Luijtelaar E.L.J.M. Habituation and sensitization in rat auditory evoked potentials: a single-trial analysis with wavelet denoising. Int. J. Psychophysiol. 2002, 43:141-153.
29. Quian Quiroga R., Sakowitz O.W., Basar E., Schurmann M. Wavelet transform in the analysis of the frequency composition of evoked potentials. Brain Res. Protoc. 2001, 8:16-24.
30. Quian Quiroga R., Reddy L., Kreiman G., Koch C., Fried I. Invariant visual representation by single neurons in the human brain. Nature 2005, 435:1102.
31. Quian Quiroga R., Atienza M., Cantero J.L., Jongsma M.L.A. What can we learn from single-trial event-related potentials?. Chaos Complex. Lett. 2007, 2:345-363.
32. Quian Quiroga R., Kreiman G., Koch C., Fried I. Sparse but not 'grandmother-cell' coding in the medial temporal lobe. Trends Cogn. Sci. 2008, 12:87-91.
33. Regan D. Human brain electrophysiology: evoked potentials and evoked magnetic fields in science and medicine 1989, Elsevier Science Ltd., Amsterdam.
34. Schürmann M., Basar-Eroglu C., Kolev V., Basar E. A new metric for analyzing single-trial event-related potentials (ERPs): application to human visual P300 delta response. Neurosci. Lett. 1995, 197:167-170.
35. Shapiro J.M. Embedded image coding using zerotrees of wavelet coefficients. IEEE Trans. Signal Process. 1993, 41:3445-3462.
36. Talnov A.N., Quiroga R.Q., Meier M., Matsumoto G., Brankack J. Entorhinal inputs to dentate gyrus are activated mainly by conditioned events with long time intervals. Hippocampus 2003, 13:755-765.
37. Tewfik A.H., Kim M. Correlation structure of the discrete wavelet coefficients of fractional brownian motion. IEEE Trans. Inf. Theory 1992, 38:904-909.
38. Thakor N.V., Xin-Rong G., Yi-Chun S., Hanley D.F. Multiresolution wavelet analysis of evoked potentials. IEEE Trans. Biomed. Eng. 1993, 40:1085-1094.
39. Unser M., Aldroubi A., Eden M. On the asymptotic convergence of B-spline wavelets to gabor functions. IEEE Trans. Inf. Theory 1992, 38:864-872.
40. Walter D.O. A posteriori "wiener filtering" of average evoked responses. Electroencephalogr. Clin. Neurophysiol. 1968, 27(Suppl.):61-70.
41. Wang Z., Maier A., Leopold D.A., Logothetis N.K., Liang H. Single-trial evoked potential estimation using wavelets. Comput. Biol. Med. 2007, 37:463-473.