Time–Frequency Analysis of Single-Sweep Event-Related Potentials by Means of Fast Wavelet Transform

A time–frequency decomposition was applied to the event-related potentials (ERPs) elicited in an auditory oddball condition to assess differences in cognitive information processing. Analysis in the time domain has revealed that cognitive processes are reflected by various ERP components such as N1,...

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Bibliographic Details
Published in:Brain and language 1999-01, Vol.66 (1), p.129-145
Main Authors: Demiralp, Tamer, Yordanova, Juliana, Kolev, Vasil, Ademoglu, Ahmet, Devrim, Müge, Samar, Vincent J.
Format: Article
Language:English
Subjects:
Adolescent
Adult
Brain - physiology
Cognition - physiology
cognitive processes
Evoked Potentials
Female
Humans
Key Words: event-related potentials (ERPs)
Male
P300 wave
Time Factors
time–frequency analysis
wavelet transform (WT)
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Summary:A time–frequency decomposition was applied to the event-related potentials (ERPs) elicited in an auditory oddball condition to assess differences in cognitive information processing. Analysis in the time domain has revealed that cognitive processes are reflected by various ERP components such as N1, P2, N2, P300, and late positive complex. However, the heterogeneous nature of these components has been strongly emphasized due to simultaneously occurring processes. The wavelet transform (WT), which decomposes the signal onto the time–frequency plane, allows the time-dependent and frequency-related information in ERPs to be captured and precisely measured. A four-octave quadratic B-spline wavelet transform was applied to single-sweep ERPs recorded in an auditory oddball paradigm. Frequency components in delta, theta, and alpha ranges reflected specific aspects of cognitive information processing. Furthermore, the temporal position of these components was related to specific cognitive processes.
ISSN:0093-934X
1090-2155
DOI:10.1006/brln.1998.2028