DocumentCode
156385
Title
LORETA solution for spatio-temporal EEG source reconstruction
Author
Boughariou, Jihene ; Zouch, Wassim ; Ben Hamida, Ahmed
Author_Institution
Adv. Technol. Med. & Signals `ATMS´, Sfax Univ., Sfax, Tunisia
fYear
2014
fDate
17-19 March 2014
Firstpage
237
Lastpage
242
Abstract
In this paper, we presented the famous method called Low resolution brain electromagnetic tomography (LORETA) used for the localization of neural electrical current. This method is used to solve the EEG (electroencephalography) inverse problems. In this study, we focused on the localization accuracy and time behavior of the LORETA method. Therefore, this method is tested using three simulated dipole configurations; single dipole, two distinct dipoles and one moving dipole. After that, the effect of the time component is highlighted on the localization accuracy and the importance of taking the maximum or average activity during our time window in the distinction peaks of activity.
Keywords
bioelectric potentials; electric current; electroencephalography; inverse problems; medical signal processing; neurophysiology; signal resolution; spatiotemporal phenomena; LORETA solution; average activity; distinct dipoles; electroencephalography; localization accuracy; low-resolution brain electromagnetic tomography; moving dipole; neural electrical current localization; single dipole; spatio-temporal EEG source reconstruction; three-simulated dipole configurations; time window; Brain modeling; Current density; Electric potential; Electroencephalography; Inverse problems; Mathematical model; Tomography; Electric neuronal activity; Inverse problem; LORETA; time component;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Technologies for Signal and Image Processing (ATSIP), 2014 1st International Conference on
Conference_Location
Sousse
Type
conf
DOI
10.1109/ATSIP.2014.6834614
Filename
6834614
Link To Document