On decomposing stimulus and response waveforms in event-related potentials recordings

IEEE Transactions on Biomedical Engineering

Volumn 58, Issue 6, 2011, Pages 1534-1545

  Yin, Gang ^a,b   Zhang, Jun ^c  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b SICHUAN CANCER HOSPITAL   (China)

^c UNIVERSITY OF MICHIGAN   (United States)

Author keywords

Component waveform; event related potentials (ERPs); null space; stimulusresponse decomposition; Tikhonov regularization; Wiener deconvolution

Indexed keywords

EVENT-RELATED POTENTIALS (ERPS); NULL SPACE; STIMULUSRESPONSE DECOMPOSITION; TIKHONOV REGULARIZATION; WAVE FORMS; WIENER DECONVOLUTION;

ALGORITHMS; BRAIN; PROBLEM SOLVING;

INVERSE PROBLEMS;

ARTICLE; DECOMPOSITION; EVENT RELATED POTENTIAL; REACTION TIME; SIGNAL NOISE RATIO; SIMULATION; WAVEFORM;

ALGORITHMS; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; HUMANS; REPRODUCIBILITY OF RESULTS; WAVELET ANALYSIS;

EID: 79956337193     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2010.2090152     Document Type: Article

References (28)

1. N. K. Squires, K. C. Squires, and S. A. Hillyard, "Two varieties of long-latency positive waves evoked by unpredictable auditory stimuli in man," Electroencephalogr. Clin. Neurophysiol., vol. 38, pp. 387-401, 1975.
2. S. A. Hillyard and T. W. Picton, "Electrophysiology of congition," in Handboook of Physiology: The Nervous System. vol. V, E. Plum Ed., Bethesda, MD: Amer. Physiol. Soc., 1987, pp. 519-584.
3. M. Kutas and S. A. Hillyard, "Event-related brain potentials to semanti-cally inappropriate and surprisingly large words," Biol. Psychol., vol. 11, pp. 99-116, 1980. (Pubitemid 11078918)
4. W. J. Gehring, B. Goss, M. G. Coles, D. E. Meyer, and E. Dochin, "A neural system for error detection and compensation," Psychol. Sci., vol. 4, pp. 385-390, 1993.
5. M. Falkenstein, N. A. Koshlykova, V. N. Kiroi, J. Hoormann, and J. Hohnsbein, "Late ERP components in visual and auditory go/nogo tasks," Electroencephalogr. Clin. Neurophysiol., vol. 96, pp. 36-43, 1995.
6. J. Zhang, "Decomposing stimulus and response component waveforms in ERP," J. Neurosci. Methods, vol. 80, pp. 49-63, 1998. (Pubitemid 28189513)
7. G. Yin, J. Zhang, T. Yin, and D. Yao, "A multi-component decomposition algorithm for event-related potentials," J. Neurosci. Methods, vol. 178, pp. 219-227, 2009.
8. Y. Takeda, K. Yamanaka, and Y. Yamamoto, "Temporal decomposition of EEG during a simple reaction time task into stimulus-and response-locked components," NeuroImage, vol. 39, pp. 742-754, 2008. (Pubitemid 350117630)
9. D. O. Walter, "A posteriori "Wiener filtering" of average evoked responses," Electroencephalogr. Clin. Neurophysiol., vol. 27, pp. 61-70, 1969.
10. D. J. Doyle, "Some comments on the use of Wiener filtering for the estimation of evoked potentials," Electroencephalogr. Clin. Neurophysiol., vol. 38, pp. 533-534, 1975.
11. T. Wang, Ö. Ö zdamar, J. Bohórquez, Q. Shen, and M. Cheour, "Wiener filter deconvolution of overlapping evoked potentials," J. Neurosci. Methods, vol. 158, pp. 260-270, 2006. (Pubitemid 44738070)
12. P. C. Hansen, "Regularization tools version 4.0 for Matlab 7.3," Numer. Algorithms, vol. 46, pp. 189-194, 2007.
13. T. Lunttila, J. Nenonen, and E. Somersalo, "Regularization in cardiac source imaging," FIMH, LNCS, vol. 2674, pp. 101-111, 2003. (Pubitemid 137638473)
14. C. R. Johnson, "The generalized inverse problem in electrocardiography," in Proc.12th Ann. Intl. Conf. IEEE Eng. Med. Biol. Soc., Nov. 1990, pp. 593-594.
15. P. R. Johnston and R. M. Gulrajani, "A new method for regularization parameter determination in the inverse problem of electrocardiography," IEEE Trans. Biomed. Eng, vol. 44, pp. 19-39, Jan. 1997. (Pubitemid 27014918)
16. G. H. Golud, M. Heath, and G. Wahba, "Generalized cross-validation as a method for choosing a good ridge parameter," Technometric, vol. 21, pp. 215-223, 1979.
17. P. R. Johnston and R. M. Gulrajani, "Selecting the corner in the L-curve approach to Tikhonov regularization," IEEE Trans. Biomed. Eng., vol. 47, pp. 1293-1296, Sep. 2000.
18. B. Messnarz, B. Tilg, R. Modre, G. Fischer, and F. Hanser, "A new spa-tiotemporal regularization approach for reconstruction of cardiac trans-membrane potential patterns," IEEE Trans. Biomed. Eng., vol. 51, pp. 273-281, Feb. 2004. (Pubitemid 38133607)
19. D. Yao, "A method to standardize a reference of scalp EEG recording to a point at infinity," Physiol. Meas., vol. 22, pp. 693-711, 2001. (Pubitemid 33104656)
20. S. Krieger, J. Timmer, S. Lis, and H. M. Olbrich, "Some considerations on estimating event-related brain signals," J. Neural Transm. GenSect., vol. 99, pp. 103-129, 1995.
21. A. Delorme, G. Rousselet, M. Mace, and M. Fabre-Thorpe, "Interaction of bottom-up and top-down processing in the fast visual analysis of natural scenes," Cogn. Brain Res., vol. 19, pp. 103-113, 2004. (Pubitemid 38328744)
22. A. J. Fallgatter and W. K. Strik, "The NoGo-anteriorization as a neu-rophysiological standard-index for cognitive response control," Int. J. Psychophysiol., vol. 32, pp. 233-238, 1999. (Pubitemid 29319758)
23. E. Jodo and Y. Kayama, "Relation of a negative ERP component to response inhibition in a Go/No-go task," Electroencephalogr. Clin. Neuro-physiol., vol. 82, pp. 477-482, 1999.
24. T. P. Jung, S. Makeig, M. Westerfield, J. Townsend, E. Courchesne, and T. J. Sejnowski, "Analysis and visualization of single-trial event-related potentials," Human Brain Mapping, vol. 14, pp. 166-185, 2001. (Pubitemid 33032349)
25. C. D. McGillen, J. I. Aunon, and K. Yu, "Signal and noise in evoked brain potentials," IEEE Trans. Biomed. Eng., vol. 32, pp. 1012-1016, 1985.
26. P. Jaskowski and R. Verleger, "Amplitudes and latencies of single-trial ERP's estimated by a maximum-likelihood method," IEEE Trans. Biomed. Eng., vol. 46, no. 8, pp. 987-993, 1999. (Pubitemid 29344836)
27. W. Truccolo, K. H. Knuth, A. Shah, C. Schroeder, S. L. Bressler, and M. Ding, "Estimationof single-trial multi-component ERPs: Differentially variable component analysis (dVCA)," Biol. Cybern., vol. 89, pp. 426-438, 2003.
28. C. D. Woody, "Characterisation of an adaptive filter for the analysis of variable latency neuroelectric signals," Med. Biol. Eng., vol. 5, pp. 539-553, 1967