DocumentCode :
2393257
Title :
Chaotic features analysis of EEG signals during standard tasks of Waterloo-Stanford
Author :
Yargholi, Elahe ; Nasrabadi, Ali Motie
Author_Institution :
Sci. & Res. Branch, Biomed. Eng., Islamic Azad Univ., Tehran, Iran
fYear :
2010
fDate :
3-4 Nov. 2010
Firstpage :
1
Lastpage :
4
Abstract :
The present study looks carefully at EEG(Electroencephalograph) signals of people after the hypnosis inductions. Subjects were in three different categories of hypnotizability based on Waterloo-Stanford criteria; low, medium and high. Signals recorded during standard tasks of Waterloo-Stanford were applied to study the underlying dynamics of tasks and investigate the influence of hypnosis depth and concentration on recorded signals. To fulfill this objective, chaotic methods were employed; Higuchi dimension and correlation dimension. The results of the study indicate channels whose chaotic features are significantly different among people with various levels of hypnotizability and a great consistency exists among channels involved in each task with brain lobes´ functions.
Keywords :
chaos; correlation methods; electroencephalography; medical signal processing; EEG signals; Higuchi dimension; Waterloo-Stanford criteria; brain lobes; chaotic feature analysis; correlation dimension; electroencephalograph signals; hypnotizability; signal recording; Biomedical engineering; Conferences; Correlation; Electroencephalography; Feature extraction; Fractals; Temporal lobe; Waterloo-Stanford standard; fractal dimension; hypnosis; hypnotizability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering (ICBME), 2010 17th Iranian Conference of
Conference_Location :
Isfahan
Print_ISBN :
978-1-4244-7483-7
Type :
conf
DOI :
10.1109/ICBME.2010.5704924
Filename :
5704924
Link To Document :
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