Time-frequency analysis of vibrotactile driving responses by matching pursuit

Journal of Neuroscience Methods

Volumn 81, Issue 1-2, 1998, Pages 121-129

  Zygierewicz, J ^a   Kelly, E F ^b   Blinowska, K J ^a   Durka, P J ^a   Folger, S E ^b  

^a UNIVERSITY OF WARSAW   (Poland)

^b UNIVERSITY OF NORTH CAROLINA   (United States)

Author keywords

EEG; Frequency following response; Matching Pursuit; Sensory evoked potentials; Time frequency analysis; Vibrotactile stimuli

Indexed keywords

ARTICLE; ELECTROENCEPHALOGRAM; EVOKED SOMATOSENSORY RESPONSE; HUMAN; HUMAN EXPERIMENT; INDEX FINGER; NORMAL HUMAN; PRIORITY JOURNAL; SOMATOSENSORY CORTEX; TACTILE STIMULATION; VIBRATION SENSE;

ALGORITHMS; ANALYSIS OF VARIANCE; ELECTROENCEPHALOGRAPHY; HUMANS; MODELS, NEUROLOGICAL; MODELS, THEORETICAL; PHYSICAL STIMULATION; SIGNAL PROCESSING, COMPUTER-ASSISTED; TIME FACTORS; TOUCH; VIBRATION;

EID: 0032101035     PISSN: 01650270     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-0270(98)00016-8     Document Type: Article

References (19)

1. Allison T, McCarthy G, Wood CC, Jones SJ. Potentials evoked in human and monkey cerebral cortex by stimulation of the median nerve: a review of scalp and intracranial recordings. Brain 1991;114:2465-2503.
2. Boyle J, Kelly EF. Combined MRI-EEG techniques for correlation of anatomy and function in human somatosensory cortex. Proc Soc Photo-Optical Instr Eng 1994;2168:225-232
3. Dunseath WJR, Kelly EF. Multichannel PC-based data-acquisition system for high-resolution EEG. IEEE Trans Biomed Eng 1995;42:1212-1217
4. Durka PJ, Blinowska KJ. Analysis of EEG transients by means of Matching Pursuit. Ann Biomed Engin 1995;23:608-611
5. Durka PJ, Blinowska KJ, Zygierewicz J. Matching Pursuit - a method of evaluation and parametrisation of non-stationary signals and transients. Med Biol Eng Comput 1996a;34:429-430.
6. Durka PJ, Kelly EF, Blinowska KJ. Time-frequency analysis of stimulus-driven EEG activity by Matching Pursuit. Conference Proceedings of IEEE Engineering in Medicine and Biology 18th Annual International Conference, ISBN90-9010005-9 (CD-ROM) SOE 9609001, Amsterdam, 1996b.
7. Durka PJ, Ircha D, Zygierewicz J, Blinowska KJ. (1997) Recent advances in MP representation of brain signals. In: Rabishong P, Melin J, Nałecz T, editors. Abstracts of Fourth European Conference of Engineering and Medicine. Warsaw: 1997:105-106.
8. Durka PJ. Time-Frequency Analyses of EEG', Ph.D. Dissertation, Warsaw University, ftp://brain.fuw.edu.pl/pub/Dissertation PJDurka.ps.Z.
9. Kelly EF, Trulsson M, Folger SE. Periodic microstimulation of single mechanoreceptive afferents produces frequency-following responses in human EEG. J Neurophysiol 1997;77:137-144.
10. Kelly EF, Folger SE. EEG evidence of stimulus-directed response dynamics in human somatosensory cortex. 1998 (in preparation).
11. Mallat SG, Zhang Z. Matching Pursuit with time-frequency dictionaries. IEEE Trans Sig Proc 1993;41:3397-3415. software package for MP decomposition available at: ftp://cs.nyu.edu/pub/ wave/software/mpp. tar.Z.
12. Marple SL Jr. (1987) Digital Spectral Analysis with Applications. Englewood Cliffs, NJ: Prentice-Hall, 1987.
13. McLaughlin DF, Kelly EF. Indices of adaptation in the somatosensory system in humans: a review and prospectus. Brain Res Rev 1993a;18:151-206.
14. McLaughlin DF, Kelly EF. Peripheral vs. cortical driving responses evoked by brief vibrotactile stimuli in humans. Soc Neurosci Abst 1993b;19:765.
15. Mountcastle VB, Steinmetz MA, Romo R. Frequency discrimination in the sense of flutter: psychophysical measurements correlated with postcentral events in behaving monkeys. J Neurosci 1990;10:3032-3044.
16. Snyder AZ. Steady-state vibration evoked potentials: description of technique and characterization of responses. Electroenceph Clin Neurophys 1992;84:257-268.
17. Tommerdahl M, Whitsel B. Optical imaging of intrinsic signals in somatosensory cortex. In: Franzen O, Johansson R, Terenius L, editors. Somesthesis and the Neurobiology of the Somatosensory Cortex. Basel: Birkhäuser, 1996:369-384.
18. Whitsel BL, Favorov OV, Tommerdahl M, Diamond ME, Juliano SL, Kelly DG. Dynamic processes governing the somatosensory cortical response to natural stimulation. In: Lund JS, editor. Sensory Processing in the Mammalian Brain. New York: Oxford University Press, 1989:84-116.
19. Whitsel BL, Favorov OV, Kelly DG, Tommerdahl M. Mechanisms of dynamic peri- and intracolumnar interactions in somatosensory cortex: stimulus-specific contrast enhancement by NMDA receptor activation. In: Franzen O, Westman J, editors. Information Processing in the Somatosensory System. London: Macmillian, 1991:353-369.