Evidence of intermittency in the local field potentials recorded from patients with Parkinson's disease: A wavelet-based approach

Computational and Mathematical Methods in Medicine

Volumn 8, Issue 3, 2007, Pages 165-171

  Sen, Asok K ^a   Dostrovsky, Jonathan O ^b  

^a INDIANA UNIVERSITY   (United States)

^b UNIVERSITY OF TORONTO   (Canada)

Author keywords

Basal ganglia; Local field potentials; Parkinson's disease; Subthalamic nucleus

Indexed keywords

NEURODEGENERATIVE DISEASES;

BASAL GANGLIA; CONTINUOUS WAVELET TRANSFORM; INTERMITTENT BEHAVIORS; LOCAL FIELD POTENTIALS; PARKINSON'S DISEASE; SCALE-AVERAGED WAVELET POWER; SUBTHALAMIC NUCLEUS; WAVELET-BASED APPROACH;

WAVELET TRANSFORMS;

ARTICLE; BASAL GANGLION; BRAIN CORTEX; ELECTRIC POTENTIAL; ENTROPY; HUMAN; MATHEMATICAL ANALYSIS; MICROELECTRODE; OSCILLATION; PARKINSON DISEASE; SIGNAL PROCESSING;

EID: 34547980903     PISSN: 1748670X     EISSN: 17486718     Source Type: Journal    
DOI: 10.1080/17486700701502363     Document Type: Article

References (27)

1. Brown, P. and Williams, D. (2005) Basal ganglia local field potential activity: Character and functional significance in the human. Clinical Neurophysiology, 116, pp. 2510-2519.
2. Hutchison, W.D., Dostrovsky, J.O., Walters, J.R., Courtemanche, R., Boraud, T., Goldberg, J. and Brown, P. (2004) Neuronal oscillations in the basal ganglia and movement disorders: Evidence from whole animals and human recordings. The Journal of Neuroscience, 24, pp. 9240-9243.
3. Lozano, A.M., Dostrovsky, J.O., Chen, R. and Ashby, P. (2002) Deep brain stimulation for Parkinson's disease: Disrupting the disruption. Lancet, 1, pp. 225-231.
4. Cassidy, M., Mazzone, P., Oliviero, A., Insola, A., Tonali, P., Lazzaro, V. Di and Brown, P. (2002) Movement related changes in synchronization in the human basal ganglia. Brain, 125, pp. 1235-1246.
5. Kuhn, A.A., Trottenberg, T., Kivi, A., Kupsch, A., Schneider, G-H. and Brown, P. (2005) The relationship between local field potential and neuronal discharge in the subthalamic nucleus of patients with Parkinson's disease. Clinical Neurophysiology, 194, pp. 212-220.
6. Levy, R., Hutchison, W.D., Lozano, A.M. and Dostrovsky, J.O. (2002) Synchronous neuronal discharge in the basal ganglia of Parkinson's patients is limited to oscillatory activity. The Journal of Neuroscience, 22, pp. 2855-2861.
7. Doyle, L.M., Kuhn, A.A., Hariz, M., Kupsch, A., Schneider, G.H. and Brown, P. (2005) Levadopa-induced modulation of subthalamic beta oscillations during self-paced movements in patients with Parkinson's disease. The European Journal of Neuroscience, 23, pp. 1956-1960.
8. Williams, D., Tijssen, M., van Bruggen, G., Bosch, A., Insola, A., Lazzaro, V. Di, Mazzone, P., Oliviero, A., Quartarone, A., Speelman, H. and Brown, P. (2003) Dopamine-dependent changes in the functional connectivity between basal ganglia and cerebral cortex in humans. Brain, 125, pp. 1558-1569.
9. Wingeier, B., Tcheng, T., Koop, M.M., Hill, B.C., Heit, G. and Bonte-Stewart, H.M. (2006) Intra-operative STN DBS attenuates the prominent beta activity in the STN in Parkinson's dsease. Experimental Neurology, 197, pp. 244-251.
10. Magill, P.J., Sharott, A., Bevan, M.D., Brown, P. and Bolam, J.P. (2004) Synchronous unit activity and local field potentials evoked in the subthalamic nucleus by cortical stimulation. Journal of Neurophysiology, 92, pp. 700-714.
11. Akay, M. (1997) Time-Frequency and Wavelets in Biomedical Signal Processing, John Wiley & Sons, New York
12. Gencay, R., Selcuk, F. and Whitcher, B. (2001) An Introduction to Wavelets and Other Filtering Methods in Finance and Economics, Academic Press, London
13. Kumar, P. and Foufoula-Georgiou, E. (1997) Wavelet analysis for geophysical applications. Reviews of Geophysics, 35, pp. 385-412.
14. Sen, A.K., Litak, G., Taccani, R. and Radu, R. (2007) Wavelet analysis of cycle-to-cycle pressure variations in an internal combustion engine. Chaos Solitons and Fractals
15. Chainais, P., Abry, P. and Pinton, J.-F. (1999) Intermittency and coherent structures in a swirling flow: A wavelet analysis of pressure and velocity measurements. Physics of Fluids, 11, pp. 3524-3539.
16. Nicolleau, F. and Vassilicos, J.C. (1999) Wavelets for the study of intermittency and its topology. Philosophical Transactions of the Royal Society of London Series A, 357, pp. 2439-2457.
17. Addison, P.S., Murray, K.B. and Watson, J.N. (2001) Wavelet transform analysis of open channel wake flows. ASCE Journal of Engineering Mechanics, 127, pp. 58-70.
18. Rybak, J., Ozguc, A., Atac, T. and Sozen, E. (2005) Intermittence of short-term periodicities of the flare index. Advances in the Space Research, 35, pp. 406-409.
19. Sello, S. (2000) Wavelet entropy as a measure of solar cycle complexity. Astronomy and Astrophysics, 363, pp. 311-315.
20. Quiroga, R. Quian, Rosso, O.A. and Basar, E. (1999) Wavelet entropy: A measure of order in evoked potentials. Electroencephalography and Clinical Neurophysiology Supplement, 49, pp. 299-303.
21. Rosso, O.A., Blanco, S., Yordanova, J., Kolev, V., Figliola, A., Schurmann, M. and Basar, E. (2003) Wavelet entropy: A new tool for analysis of short duration brain electrical signals. Journal of Neuroscience Methods, 105, pp. 65-75.
22. Rosso, O.A., Blanco, S. and Rabinowicz, A. (2003) Wavelet analysis of generalized tonic-clonic seizures. Signal Processing, 83, pp. 1275-1289.
23. Torrence, C. and Compo, G.P. (1998) A practical guide to wavelet analysis. Bulletin of the American Meteorological Society, 79, pp. 61-78.
24. Andino, S.L.G., Menendez, R.G.P., Thut, G., Spinelli, L., Blanke, O., Michel, C.M., Seeck, M. and Landis, T. (2000) Measuring the complexity of time series: An application to neurophysiological signals. Human Brain Mapping, 11, pp. 46-57.
25. Samar, V.J., Bopardikar, A., Rao, R. and Swartz, K. (1999) Wavelet analysis of neuroelectric waveforms: A conceptual tutorial. Brain and Language, 66, pp. 7-60.
26. Lehnertz, K. and Elger, C.E. (1995) Spatio-temporal dynamics of the primary epileptogenic area in temporal lobe epilepsy characterized by neuronal complexity loss. Electroencephalography and Clinical Neurophysiology, 95, pp. 108-117.
27. Kuhn, A.A., Williams, D., Kupsch, A., Limousin, P., Hariz, M., Schneider, G.H. and Brown, P. (2004) Event-related beta desynchronization in human subthalamic nucleus correlates with motor performance. Brain, 127, pp. 735-746.