DocumentCode :
1968267
Title :
Estimation of bidirectional information flow in the human brain from evoked potentials by use of dipole tracing method
Author :
Take, Noriyuki ; Kosugi, Yukio ; Musha, Toshimitsu
Author_Institution :
Interdisciplinary Graduate Sch. of Sci. & Eng., Tokyo Inst. of Technol., Yokohama, Japan
Volume :
1
fYear :
2001
fDate :
2001
Firstpage :
627
Abstract :
It is important to know the information flow between active regions in the brain for the elucidation of the information processing mechanism and for disease detection in the human brain. In this paper, at first, we estimate dipoles (via 3-layered concentric spherical model, 2-dipole estimation) from evoked potentials. Secondary, using derived 2 dipole locations and moments as loci and quantities of brain activities, we analyze the information flow between the two time-series of the 1st and the 2nd dipole moments by use of a time-series analysis method based on the directed transformation. We obtain bidirectional information flows between the neuronal activities localized in 3D space of the brain with respect to somatosensory evoked potentials measured with 21 electrodes arranged according to the international 10-20 standard by electrical stimulations on the median nerve of the right hand.
Keywords :
bioelectric potentials; biomedical electrodes; brain models; diseases; neurophysiology; somatosensory phenomena; time series; 2-dipole estimation; 3-layered concentric spherical model; 3D space; active regions; bidirectional information flow; bidirectional information flows; brain activities; dipole moments; dipole tracing method; directed transformation; disease detection; electrical stimulations; electrodes; evoked potentials; human brain; information flow; information processing mechanism; international 10-20 standard; median nerve; neuronal activities; right hand; somatosensory evoked potentials; time-series; Brain; Diseases; Electric variables measurement; Electrical stimulation; Electrodes; Humans; Information analysis; Information processing; Measurement standards; Time series analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7211-5
Type :
conf
DOI :
10.1109/IEMBS.2001.1019013
Filename :
1019013
Link To Document :
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