DocumentCode :
140907
Title :
Neural potentials disorder during differential psychoacoustic experiment evaluated by Discrete Wavelet analysis
Author :
Tsakiraki, Eleni S. ; Tsiaparas, Nikolaos N. ; Christopoulou, Maria I. ; Papageorgiou, Charalabos C. ; Nikita, Konstantina S.
Author_Institution :
Fac. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Athens, Greece
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
5434
Lastpage :
5437
Abstract :
The aim of the paper is the assessment of neural potentials disorder during a differential sensitivity psychoacoustic procedure. Ten volunteers were asked to compare the duration of two acoustic pulses: one reference with stable duration of 500 ms and one trial which varied from 420 ms to 620 ms. During the discrimination task, Electroencephalogram (EEG) and Event Related Potential (ERP) signals were recorded. The mean Relative Wavelet Energy (mRWE) and the normalized Shannon Wavelet Entropy (nSWE) are computed based on the Discrete Wavelet analysis. The results are correlated to the data derived by the psychoacoustic analysis on the volunteers responses. In most of the electrodes, when the duration of the trial pulse is 460 ms and 560 ms, there is an increase and a decrease in nSWE value, respectively, which is determined mostly by the mRWE in delta rhythm. These extrema are correlated to the Just Noticeable Difference (JND) in pulses duration, calculated by psychoacoustic analysis. The dominance of delta rhythm during the whole auditory experiment is noteworthy. The lowest values of nSWE are noted in temporal lobe.
Keywords :
auditory evoked potentials; discrete wavelet transforms; electroencephalography; EEG; ERP signals; JND; acoustic pulse; differential psychoacoustic experiment; differential sensitivity psychoacoustic procedure; discrete wavelet analysis; discrimination task; electroencephalogram; event related potential signals; just noticeable difference; mRWE; mean relative wavelet energy; nSWE; neural potential disorder; normalized Shannon wavelet entropy; psychoacoustic analysis; Discrete wavelet transforms; Electrodes; Electroencephalography; Entropy; Psychoacoustics; Rhythm; Wavelet analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6944855
Filename :
6944855
Link To Document :
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