Hilbert-Huang versus Morlet wavelet transformation on mismatch negativity of children in uninterrupted sound paradigm

Nonlinear Biomedical Physics

Volumn 3, Issue , 2009, Pages

  Cong, Fengyu ^a   Sipola, Tuomo ^a   Huttunen Scott, Tiina ^a   Xu, Xiaonan ^b   Ristaniemi, Tapani ^a   Lyytinen, Heikki ^a  

^a UNIVERSITY OF JYVÄSKYLÄ   (Finland)

^b HANGZHOU APPLIED ACOUSTICS RESEARCH INSTITUTE   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ADOLESCENT; ARTICLE; AUDITORY DISCRIMINATION; AUDITORY STIMULATION; BRAIN ELECTROPHYSIOLOGY; BRAIN FUNCTION; CHILD; CONTROLLED STUDY; EVOKED AUDITORY RESPONSE; HILBERT HUANG TRANSFORMATION; HUMAN; HUMAN EXPERIMENT; INFANT; INTERMETHOD COMPARISON; MATHEMATICAL ANALYSIS; MISMATCH NEGATIVITY; MORLET WAVELET TRANSFORMATION; PRIORITY JOURNAL; SCHOOL CHILD; SIGNAL DETECTION; SOUND DETECTION; SOUND TRANSMISSION; STIMULUS RESPONSE; THEORETICAL STUDY; TIME FREQUENCY REPRESENTATION;

EID: 69149107345     PISSN: None     EISSN: 17534631     Source Type: Journal    
DOI: 10.1186/1753-4631-3-1     Document Type: Article

References (22)

1. Lachaux JP, Rodriguez E, Martinerie J, Varela FJ: Measuring phase synchrony in brain signals. Hum Brain Mapp 1999, 8:4-208.
2. Lopes da SiTva F: EEG analysis: theory and practice. Edited by: Neidermeyer E, Lopes da Silva F. Electroencephalography. Urban and Schwartzenberg; 1987.
3. Olbrich E, Achermann P: Oscillatory events in the human sleep EEG-detection and properties. Neurocomputing 2004, 58 129-135.
4. Winkler I: Interpreting the Mismatch Negativity. Journal of Psychophysiol 2007, 21(3-4):147-163.
5. Picton TW, Bentin S, Berg P, et al.: Guidelines for using human event-related potentials to study cognition: Recording standards and publication criteria. Psychophysiology 2000, 37:127-152.
6. Näätänen R: Attention and brain function Hillsdale, NJ: Lawrence Erlbaum Associates Publishers; 1992.
7. Kalyakin I, González N, Joutsensalo J, Huttunen T, Kaartinen J, Lyytinen H: Optimal digital filtering versus difference waves on the mismatch negativity in an uninterrupted sound paradigm. Dev Neuropsychol 2007, 31(3):429-452.
8. Cong F, Ristaniemi T, Lyytinen H: ERP qualification exploiting waveform, spectral and time-frequency infomax. In proceeding of 3rd International Symposium on Communications, Control, and Signal Processing, Malta, 12-14 March 2008 IEEE press; 2008:31-36.
9. Möcks J, Gasser T, Köhler W: Basic statistical parameters of event-related potentials. Journal of Psychophysiol 1988, 2 61-70.
10. Harmony T: Neurometric assessment of brain dysfunction in neurological patients. Volume III. Edited by: John ER, Thatcher RW. Functional Neuroscience: Hillsdale, NJ: Lawrence Erlbaum Associates Publishers; 1984.
11. Burrus CS, Gopinath RA, Guo H: Introduction to Wavelets and Wavelet Transforms: A Primer New Jersey: Prentice Hall; 1998.
12. Klonowski W: Importance of nonlinear signal processing in biomedicine Edited by: Alexei Katashev, Yuri Dekhtyar, Janis Spigulis. NBC Proceedings 20, Springer-Verlag Berlin Heidelberg; 2008:268-269.
13. Huang NE, Shen Z, Long SR, et al.: The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc Roy Soc London 1998, 454 903-995.
14. Huang N: Hilbert-Huang Transform-A method for analyzing nonlinear and nonstationary data NASA Medical Technology Summit, Pasadena, CA; 2003.
15. Li X: Temporal structure of neuronal population oscillations with empirical model decomposition. Phys Lett A 2004, 356(3) 237-241.
16. Li X, Sleigh J, Voss L, et al.: Measure of the electroencephalographic effects of sevoflurane using recurrence dynamics Neurosci Lett 2007, 424(1):47-50.
17. Liang H, Bresser S, Desimone R, et al.: Empirical mode decomposition: A method for analyzing neural data. Neurocomputing 2005, 65:801-807.
18. Liang H, Lin Z, McCallum RW: Artifact reduction in electrogastrogram based on the empirical model decomposition method. Volume 38. Biol Eng Comput; 2000:35-41.
19. Huttunen T, Halonen A, Kaartinen J, Lyytinen H: Does mismatch negativity show differences in reading disabled children as compared to normal children and children with attention deficit hyperactivities disorders? Dev Neuropsychol 2007, 31(3):453-470.
20. Pakarinen S, Takegata R, Rinne T, et al.: Measurement of extensive auditory discrimination profiles using the mismatch negativity (MMN) of the auditory event-related potential (ERP). Clin Neurophysiol 2007, 118(1):177-185.
21. Kalyakin I, González N, Kärkkäinen T, et al.: Independent component analysis on the mismatch negativity in an uninterrupted sound paradigm. J Neurosci Meth 2008, 174(2 301-312.
22. Huttunen T, Kaartinen J, Tolvanen T, et al.: Mismatch negativity (MMN) elicited by duration deviations in children with reading disorder, attention deficit or both. Int J Psychophysiol 2008, 69:69-77.