Navegar

Colección

Datos Estadísticas

Artículo

Rosso, O.A.; Martin, M.T.; Plastino, A. "Brain electrical activity analysis using wavelet-based informational tools" (2002) Physica A: Statistical Mechanics and its Applications. 313(3-4):587-608
La versión final de este artículo es de uso interno. El editor solo permite incluir en el repositorio el artículo en su versión post-print. Por favor, si usted la posee enviela a
Consulte el artículo en la página del editor
Consulte la política de Acceso Abierto del editor

Abstract:

The traditional way of analyzing brain electrical activity, on the basis of Electroencephalography (EEG) records, relies mainly on visual inspection and years of training. Although it is quite useful, of course, one has to acknowledge its subjective nature that hardly allows for a systematic protocol. In order to overcome this undesirable feature, a quantitative EEG analysis has been developed over the years that introduces objective measures, reflecting not only the characteristics of the brain activity itself but also giving clues concerning the underlying associated neural dynamics. The processing of information by the brain is reflected in dynamical changes of the electrical activity in (i) time, (ii) frequency, and (iii) space. Therefore, the concomitant studies require methods capable of describing the qualitative variation of the signal in both time and frequency. In the present work we introduce new information tools based on the wavelet transform for the assessment of EEG data as adapted to a non-extensive scenario. © 2002 Elsevier Science B.V. All rights reserved.

Registro:

Documento: Artículo
Título:Brain electrical activity analysis using wavelet-based informational tools
Autor:Rosso, O.A.; Martin, M.T.; Plastino, A.
Filiación:Instituto De Cálculo, Facultad De Ciencias Exactas Y Naturales, Ciudad Universitaria, 1428 Ciudad de Buenos Aires, Argentina
Instituto De Física, Universidad Nacional De La Plata and Argentina's National Research Council (CONICET), C.C. 727, 1900 La Plata, Argentina
Palabras clave:EEG; Epileptic seizures; Signal entropy; Time-frequency signal analysis; Wavelet analysis; Brain; Data processing; Frequencies; Neurology; Signal processing; Wavelet transforms; Neural dynamics; Visual inspection; Electroencephalography
Año:2002
Volumen:313
Número:3-4
Página de inicio:587
Página de fin:608
DOI: http://dx.doi.org/10.1016/S0378-4371(02)00958-5
Título revista:Physica A: Statistical Mechanics and its Applications
Título revista abreviado:Phys A Stat Mech Appl
ISSN:03784371
CODEN:PHYAD
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_03784371_v313_n3-4_p587_Rosso

Referencias:

  • Niedermeyer, E., Lopes da Silva, F.H., (1987) Electroencephalography, Basic Principles, Clinical Applications, and Related Field, , Urban and Schwarzenberg, Baltimore
  • Başar, E., (1980) EEG-Brain Dynamics, Relation Between EEG and Brain Evoked Potentials, , Elsevier, Amsterdam
  • Başar, E., (1998) Brain Function and Oscillations (I): Brain Oscillations, Principles and Approaches, , Springer, Berlin
  • Başar, E., (1999) Brain Function and Oscillations (II): Integrative Brain Function, Neurophysiology and Cognitive Processes, , Springer, Berlin
  • Abarbanel, H.D.I., (1996) Analysis of Observed Chaotic Data, , Springer, New York
  • Casdagli, M.C., Iasemedis, L.D., Savit, R.S., Gilmore, R.L., Roper, S.N., Sackellares, J.C., (1997) Electroencephologr. Clin. Neurophysiol., 102, p. 98
  • Lehnertz, K., Elger, C.E., (1998) Phys. Rev. Lett., 80, p. 5019
  • Iasemedis, L.D., Sackellares, J.C., Zaveri, H.P., Williams, W.J., (1990) Brain Topogr., 2, p. 187
  • Iasemedis, L.D., Sackellares, J.C., (1991) Measuring Chaos in Human Brain, pp. 49-82. , Duke D., Pritchards W. (Eds.), World Scientific. Singapore
  • Pijn, J.P., Van Neerven, J., Noestt, A., Lopes da Silva, F.H., (1991) Electroencephalogr. Clin. Neurophysiol., 79, p. 371
  • Elbert, T., Ray, W.J., Kowalik, Z.J., Skinner, J.E., Graf, K.E., Birbaumer, N., (1994) Physiol. Rev., 74, p. 1
  • Powell, G.E., Percival, I.C., (1979) J. Phys. A: Math. Gen., 12, p. 2053
  • Daubechies, I., (1992) Ten Lectures on Wavelets, , SIAM, Philadelphia
  • Mallat, S., (1999) A Wavelet Tour of Signal Processing, 2nd Edition, , Academic Press, San Diego
  • Aldroubi, A., Unser, M., (1996) Wavelets in Medicine and Biology, , CRC Press, Boca Raton, FL
  • Samar, V., Bopardikar, A., Rao, R., Swartz, K., (1999) Brain Lang., 66, p. 7
  • Blanco, S., Figliola, A., Quian Quiroga, R., Rosso, O.A., Serrano, E., (1998) Phys. Rev. E, 57, p. 932
  • Capurro, A., Diambra, L., Lorenzo, D., Macadar, O., Martin, M.T., Mostaccio, C., Plastino, A., Velluti, J., (1998) Physica A, 257, p. 149
  • Capurro, A., Diambra, L., Lorenzo, D., Macadar, O., Martin, M.T., Mostaccio, C., Plastino, A., Velluti, J., (1999) Physica A, 265, p. 235
  • Gamero, L.G., Plastino, A., Torres, M.E., (1997) Physica A, 246, p. 487
  • Quian Quiroga, R., Rosso, O.A., Başar, E., Schürmann, M., (2001) Biol. Cyber., 84, p. 291
  • Rosso, O.A., Blanco, S., Yordanova, J., Kolev, V., Figliola, A., Schürmann, M., Başar, E., (2001) J. Neurosci. Meth., 105, p. 65
  • Tsallis, C., (1988) J. Stat. Phys., 52, p. 479
  • Tsallis, C., (2001) Lecture Notes in Physics, p. 1. , S. Abe, Y. Okamoto (Eds.), Nonextensive Statistical Mechanics and its Applications, Springer, Berlin
  • Plastino, A.R., (2001) Lecture Notes in Physics, p. 157. , S. Abe, Y. Okamoto (Eds.), Nonextensive Statistical Mechanics and its Applications, Springer, Berlin
  • Curado, E.M.F., Tsallis, C., (1991) J. Phys. A, 24, pp. L69
  • Curado, E.M.F., Tsallis, C., (1991) J. Phys. A Corrigenda, 24, p. 3187
  • Curado, E.M.F., Tsallis, C., (1992) J. Phys. A, 25, p. 1019
  • Plastino, A.R., Plastino, A., (1996) Condensed Matter Theories, 11, p. 327. , E. Ludeña (Ed.), Nova Science Publishers, New York, USA
  • Zanette, D.H., Alemany, P.A., (1995) Phys. Rev. Lett., 5, p. 366
  • Caceres, M.O., Budde, C.E., (1996) Phys. Rev. Lett., 77, p. 2589
  • Zannette, D.H., Alemany, P.A., (1996) Phys. Rev. Lett., 77, p. 2590
  • Rajagopal, A.K., (1996) Phys. Rev. Lett., 76, p. 3469
  • Lenzi, E.K., Malacarne, L.C., Mendes, R.S., (1998) Phys. Rev. Lett., 80, p. 218
  • Plastino, A.R., Plastino, A., Tsallis, C., (1994) J. Phys. A, 27, p. 5707
  • Raggio, G.A., (1995) J. Math. Phys., 36, p. 4785
  • Meson, A.M., Vericat, F., (1996) J. Math. Phys., 37, p. 4480
  • Dos Santos, R.J.V., (1997) J. Math. Phys., 38, p. 4104
  • Plastino, A.R., Plastino, A., (1993) Phys. Lett. A, 177, p. 177
  • Plastino, A.R., Anteneodo, C., (1997) Ann. Phys., 255, p. 250
  • Plastino, A., Plastino, A.R., (1997) Phys. Lett. A, 226, p. 257
  • Mendes, R.S., (1997) Physica A, 242, p. 229
  • Papa, A.R.R., (1998) J. Phys. A: Math. Gen., 31, p. 5271
  • Abe, S., (1997) Phys. Lett. A, 224, p. 326
  • Di Sisto, R.P., Martinez, S., Orellana, R.B., Plastino, A.R., Plastino, A., (1999) Physica A, 265, p. 590
  • Martin, M.T., Plastino, A.R., Plastino, A., (2000) Physica A, 275, p. 262
  • Beck, C., Schlögl, F., (1993) Thermodynamics of Chaotic Systems, , Cambridge University Press, Cambridge, England
  • Gastaut, H., Broughton, R., (1972) Epileptic Seizures, , Thomas, Springfield, IL
  • Gastaut, H., Fischer-Williams, M., (1959) Handbook of Physiology, 1, p. 329. , J. Field, H.W. Magoun, V.E. Hall (Eds.), Williams & Wilkins, Baltimore
  • Gotman, J., Ives, J.R., Gloor, P., (1981) Electroencephalogr. Clin. Neurophysiol., 52, p. 626
  • Mitschake, F., (1990) Phys. Rev. A, 41, p. 1169
  • Mitschake, F., Möller, M., Large, W., (1988) Phys. Rev. A, 37, p. 4518
  • Theiler, J., Eubank, S., (1993) Chaos, 3, p. 771
  • Shannon, C.E., (1948) Bell Syst. Technol. J., 27, p. 379
  • Blanco, S., Creso, J., Figliola, A., Quian Quiroga, R., Rosso, O.A., (1999) Instabilities and Nonequilibrium Structures, 7. , E. Tirapegui, J. Martinez (Eds.), Kluwer Academic Publishers, Dordrecht, in press
  • Blanco, S., Figliola, A., Kochen, S., Rosso, O.A., (1997) IEEE Eng. Med. Biol. Mag., 16, p. 83
  • Blanco, S., Kochen, S., Quian Quiroga, R., Riquelme, L., Rosso, O.A., Salgado, P., D'Attellis, C.E., Fernandez-Berdaguer, E.M., Birkhäuser, Boston, 1997, p. 179; Quian Quiroga, R., Blanco, S., Rosso, O.A., García, H., Rabinowicz, A., (1997) Electroencephalogr. Clin. Neurophysiol., 103, p. 434
  • Rosso, O.A., Blanco, S., Rabinowicz, A., (2001) Signal Process., , submitted for publication
  • Mairal, M.L., (2001) Evolución temporal de la dinámica asocida con series temporales electroencefalográficas, , Master in Medical Physics Thesis, Facultad de Ciencias Exactas y Naturales, University of Buenos Aires, Argentina
  • Rosso, O.A., Mairal, M.L., (2002) Physica A, 312, pp. 469-504
  • Quian Quiroga, R., (1998) Quantitative analysis of EEG signals: Time-frequency methods and chaos theory, , Ph.D. Thesis, Institute of Physiology and Institute of Signal Processing, Medical University of Lübeck, Lübeck, Germany
  • Darcey, T.M., Willamson, P.D., (1985) Electroencephalogr. Clin. Neurophysiol., 61, p. 573

Citas:

---------- APA ----------
Rosso, O.A., Martin, M.T. & Plastino, A. (2002) . Brain electrical activity analysis using wavelet-based informational tools. Physica A: Statistical Mechanics and its Applications, 313(3-4), 587-608.
http://dx.doi.org/10.1016/S0378-4371(02)00958-5
---------- CHICAGO ----------
Rosso, O.A., Martin, M.T., Plastino, A. "Brain electrical activity analysis using wavelet-based informational tools" . Physica A: Statistical Mechanics and its Applications 313, no. 3-4 (2002) : 587-608.
http://dx.doi.org/10.1016/S0378-4371(02)00958-5
---------- MLA ----------
Rosso, O.A., Martin, M.T., Plastino, A. "Brain electrical activity analysis using wavelet-based informational tools" . Physica A: Statistical Mechanics and its Applications, vol. 313, no. 3-4, 2002, pp. 587-608.
http://dx.doi.org/10.1016/S0378-4371(02)00958-5
---------- VANCOUVER ----------
Rosso, O.A., Martin, M.T., Plastino, A. Brain electrical activity analysis using wavelet-based informational tools. Phys A Stat Mech Appl. 2002;313(3-4):587-608.
http://dx.doi.org/10.1016/S0378-4371(02)00958-5