Abstract:
In this work, we have study the EEG signals of birds during the first 6 weeks of life. The aim of the article is to perform a quantitative analysis of the dynamical changes observed in these signals due to the brain maturation effects. The signals' long scaling behaviour is study by Multifractal Detrended Fluctuation Analysis (MFDFA). This method allows the multifractal characterization of these EEG nonstationary time series and characterize the different stage of bird brain maturation. © 2007 American Institute of Physics.
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Documento: |
Conferencia
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Título: | Study of EEG brain maturation signals with multifractal detrended fluctuation analysis |
Autor: | Figliola, A.; Serrano, E.; Rostas, J.A.P.; Hunter, M.; Rosso, O.A. |
Ciudad: | Mar del Plata |
Filiación: | Instituto del Desarrollo Humano, Universidad Nacional de General Sarmiento, Juan Maria Gutierrez 1150, Pcia. de Buenos Aires, Argentina Escuela de Cienciay Tecnologia, Universidad Nacional de General San Martin, M. Irigoyen 3100, San Martin, Pcia. de Buenos Aires, Argentina Biomedical Sciences and Hunter Medical Research Institute, University of Newcastle, University Drive, Callaghan, NSW 2308, Australia School of Behavioural Sciences, Hunter Medical Research Institute, University of Newcastle, University Drive, Callaghan, NSW 2308, Australia Instituto de Cálculo, Facultad de Ciencias Exactas y Naturales, 1428 Ciudad Universitaria, Pabellon II, Buenos Aires, Argentina
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Palabras clave: | Brain maturation; EEG; Multifractal analysis |
Año: | 2007
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Volumen: | 913
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Página de inicio: | 190
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Página de fin: | 195
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DOI: |
http://dx.doi.org/10.1063/1.2746746 |
Título revista: | 15th Conference on Nonequilibrium Statistical Mechanics and Nonlinear Physics
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Título revista abreviado: | AIP Conf. Proc.
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ISSN: | 0094243X
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PDF: | https://bibliotecadigital.exactas.uba.ar/download/paper/paper_0094243X_v913_n_p190_Figliola.pdf |
Registro: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_0094243X_v913_n_p190_Figliola |
Referencias:
- Hunter, M., Battilana, M., Bragg, T., Rostas, J.A.P., (2000) DevelopmentalPsychobiology, 36, pp. 23-28
- Kantelhardt, J.W., Zschiegner, S.A., Koscielny-Bunde, E., Havlin, S., Bunde, A., Stanley, H.E., (2002) Physica A, 316, pp. 87-114
- Peng, C.K., Buldyrev, S.V., Goldberger, A.L., Havlin, S., Mantegna, R.N., Simons, M., Stanley, H.E., (1995) Physica A, 221, pp. 180-192
- Figliola, A., Rosso, O.A., Serrano, E., Atenuación de frecuencias indeseadas usando transformada wavelet (2005) Proceedings XII RPIC, pp. 28-32. , edited by Aplicada, Guillermo García Electrónica Edition, Río Cuarto
- Fernández, J.G., Larrondo, H.A., Figliola, A., Serrano, E., Rostas, J.P., Hunter, M., Rosso, O.A., Brain maturation changes characterized by algorithmic complexity (Lempel and Zip complexity) in present proceedings volume (2007) AIP Conference Proceedings, , edited by O. Descalzi, H. A. Larrondo and O. A. Rosso, American Institute of Physics, New York
- Rostas, J.A.P., Kavanagh, J.M., Dodd, P.R., Heath, J.W., Powis, D.A., (1992) Molecular Neurobiology, 5, pp. 203-215
- Rostas, J.A.P., Molecular mechanisms of neuronal maturation: A model for synaptic plasticity (1991) Neural and behavioural plasticity: The use of the domestic chicken as a model, pp. 177-211. , edited by R. J. Andrew, Oxford University Press, London
- Falconer, K., (1997) Techniques in fractal geometry, , John Wiley and Sons Ltd, New York
- Mallat, S., (1999) A wavelet tour of signal processing, , 2nd Edition, American Press, San DiegoA4 - Nat. Council of Scientific and Tech. Invest. (CONICET), Argentina; Nat. Agency of Sci. and Technol. Promotion (ANPCyT), Argentina; Latin American Center of Physics (CLAF); Air Force Office of Scientific Research (AFOSR), USA; Nat. Sci. Found. Office of Int. Science and Eng. (OISE), USA
Citas:
---------- APA ----------
Figliola, A., Serrano, E., Rostas, J.A.P., Hunter, M. & Rosso, O.A.
(2007)
. Study of EEG brain maturation signals with multifractal detrended fluctuation analysis. 15th Conference on Nonequilibrium Statistical Mechanics and Nonlinear Physics, 913, 190-195.
http://dx.doi.org/10.1063/1.2746746---------- CHICAGO ----------
Figliola, A., Serrano, E., Rostas, J.A.P., Hunter, M., Rosso, O.A.
"Study of EEG brain maturation signals with multifractal detrended fluctuation analysis"
. 15th Conference on Nonequilibrium Statistical Mechanics and Nonlinear Physics 913
(2007) : 190-195.
http://dx.doi.org/10.1063/1.2746746---------- MLA ----------
Figliola, A., Serrano, E., Rostas, J.A.P., Hunter, M., Rosso, O.A.
"Study of EEG brain maturation signals with multifractal detrended fluctuation analysis"
. 15th Conference on Nonequilibrium Statistical Mechanics and Nonlinear Physics, vol. 913, 2007, pp. 190-195.
http://dx.doi.org/10.1063/1.2746746---------- VANCOUVER ----------
Figliola, A., Serrano, E., Rostas, J.A.P., Hunter, M., Rosso, O.A. Study of EEG brain maturation signals with multifractal detrended fluctuation analysis. AIP Conf. Proc. 2007;913:190-195.
http://dx.doi.org/10.1063/1.2746746