Adaptive time-scale feature extraction in electroencephalographs responses to transcranial magnetic stimulation

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2007, Pages 2835-2838

  Harris, Arief R ^a,c   Schwerdtfeger, Karsten ^a   Luszpinski, Marie Anne ^a   Sandvoss, Gisela ^a   Strauss, Daniel J ^a,b  

^a SAARLAND UNIVERSITY   (Germany)

^b INM LEIBNIZ INSTITUTE FOR NEW MATERIALS   (Germany)

^c UNIVERSITI TEKNOLOGI MALAYSIA   (Malaysia)

Author keywords

[No Author keywords available]

Indexed keywords

BIOELECTRIC POTENTIALS; BIOFEEDBACK; ELECTROENCEPHALOGRAPHY; NEUROPHYSIOLOGY; ROBUST CONTROL; WAVELET ANALYSIS;

AUDITORY AND SOMATOSENSORY STIMULATION (ASS) PARADIGM; EXCITABILITY; TRANSCRANIAL MAGNETIC STIMULATION; WAVELET FRAMES;

FEATURE EXTRACTION;

ADULT; ARTICLE; BRAIN; ELECTROENCEPHALOGRAPHY; EVOKED RESPONSE; FEMALE; HUMAN; MALE; METHODOLOGY; PHYSIOLOGY; TRANSCRANIAL MAGNETIC STIMULATION;

ADULT; BRAIN; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; FEMALE; HUMANS; MALE; TRANSCRANIAL MAGNETIC STIMULATION;

EID: 57649170645     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2007.4352919     Document Type: Conference Paper

References (22)

1. A. T. Barker, I. L. Freeston, R. Jalinous, and J. A. Jarratt, "Magnetic stimulation of the human brain and pheripheral nervous system: an introduction and result of an initial clinical evaluation," 1987.
2. S. Bestmann, K. V. Thilo, D. Sauner, H. R. Siebner, and J. C. Rothwell, "Parietal magnetic stimulation delays visuomotor mental rotation at increased processing demands," Neurolmage, 2002.
3. A. Floel, D. Poeppel, E. A. Buffalo, A. Braun, C. W. H. Wu, H. J. Seo, K. Stefan, S. Knecht, and L. G. Cohen, "Prefrontal cortex asymmetry for memory encoding of words and abstract shapes," Cereb. Cortex, vol. 14, pp. 404-409, 2004.
4. M. D. Caramia, M. G. Palmieri, M. T. Desiato, L. Boffa, P. Galizia, P. M. Rossini, D. Centonze, and G. Bernardi, "Brain excitability changes in the relapsing and remitting phases of multiple sclerosis: a study with transcranial magnetic stimulation," Clinical Neurophysiology, vol. 115, pp. 956-965, 2004.
5. A. Scalise, I. P. Cadore, and G. L. Gigli, "Motor cortex excitability in restless legs syndrome," Sleep Med., vol. 5, pp. 393-396, 2004.
6. N. Michael and A. Erfurth, "Treatment of bipolar mania with right prefrontal rapid transcranial magnetic stimulation," Journal of Affect. Disorders, vol. 78, pp. 253-257, 2004.
7. H. Cohen, Z. Kaplan, M. Kotler, I. Kouperman, R. Moisa, and N. Grisaru, "Repetitive transcranial magnetic stimulation of the right dorsolateral prefrontal cortex in posttraumatic stress disorder: a double-blind, placebo-controlled study," Journal of Psychiatry, 2004.
8. K. Iramina, T. Maeno, Y. Kowatari, and S. Ueno, "Effects of transcranial magnetic stimulation on eeg activity," IEEE Transactions of Magnetics, 2002.
9. S. Komssi, S. Kähkönen, and R. J. Ilmoniemi, "The effect of stimulus intensity on brain responses evoked by transcranial magnetic stimulation," Human Brain Mapping, 2004.
10. A. Küblera, K. Schmidta, L. G. Cohenc, M. Lotzea, S. Winterd, T. Hinterbergera, and N. Birbaumer, "Modulation of slow cortical potentials by transcranial magnetic stimulation in humans," Neurosci. Lett., 2002.
11. U. H. L. Häusler, W. Lutzenberger, and N. Birbaumer, "Simultaneous recording of slow brain potentials and transcranial magnetic stimulation of hand area in human motor cortex," Neurosci. Lett., 1995.
12. E. M. Khedr, J. C. Rothwell, O. A. Shawky, M. A. Ahmed, and A. Hamdy, "Effect of daily repetitive transcranial magnetic stimulation on motor performance in parkinson's disease," Mov. Disorder, Dec 2006.
13. E. M. Khedr, M. A. Ahmed, N. Fathy, and J. C. Rothwell, "Therapeutic trial of repetitive transcranial magnetic stimulation after acute ischemic stroke," Neurology, Aug 9 2005.
14. N. Birbaumer, "Slow cortical potentials: Plasticity, operant control and behavioral effects," The Neuroscientist, 1999.
15. H. Tiitinen, J. Virtanen, R. J. Ilmoniemi, J. Kamppuri, M. Ollikainen, J. Ruohonen, and R. Naatanen, "Separation of contamination caused by coil clicks from responses elicited by transcranial magnetic stimulation," Clinical Neurophysiology, vol. 110, pp. 982-985, 1999.
16. T. Paus, P. K. Sipila, and A. P. Strafella, "Synchronization of neuronal activity in the human primary motor cortex by transcranial magnetic stimulation: An eeg study," The Journal of Neurophysiology, vol. 86, pp. 1983-1990, 2001.
17. G. Strang and T. Nguyen, Wavelets and Filter Banks. Wellesley, MA: Wellesley-Cambridge Press, 1996.
18. D. J. Strauss and G. Steidl, "Hybrid wavelet-support vector classification of waveforms," Journal of Computational and Applied Mathematics, vol. 148, pp. 375-400, 2002.
19. M. Vetterli and J. Kovačević, Wavelets and Subband Coding. Englewood Cliffs, NJ: Prentice-Hall, 1995.
20. E. P. Simoncelli, W. T. Freeman, E. H. Adelson, and D. J. Hegger, "Shiftable multiscale transforms," IEEE Trans. on Information Theory, vol. 38, pp. 587-608, 1992.
21. Z. Cvetković and M. Vetterli, "Oversampled filter banks," IEEE Trans. on Signal Processing, vol. 46, pp. 1245-1255, 1998.
22. S. K. Esser, S. L. Hill, and Tononi, "Stimulation on cortical circuits modeling the effects transcranial magnetic," The Journal of Neurophysiology, vol. 94, pp. 622-639, 2005.