DocumentCode :
472277
Title :
Designing a planar vector field to investigate the role of a slow variable in an enhanced mean-field model during general anesthesia
Author :
Molaee-Ardekani, Behnam ; Shamsollahi, Mohammad-Bagher ; Senhadji, Lotfi ; Vosoughi-Vahdat, Bijan ; Wodey, Eric
Author_Institution :
Lab. Traitement du Signal et de l´´Image, Rennes I Univ.
fYear :
2006
fDate :
Aug. 30 2006-Sept. 3 2006
Firstpage :
6221
Lastpage :
6224
Abstract :
Local mean-field models (MFMs) describe regional brain activities by some connected differential equations. In an overall view, constituting variables of these differential equations can be divided to very fast, fast and slow variables. In this article we propose a method that can be used to determine role of a slow variable in behavior of MFMs. Very fast variables can be adiabatically removed from the equations. Isoclines of fast and slow variables and their corresponding vector field can provide valuable information about model behavior and role of the slow variable in it. The vector field of our interested MFM that is an enhanced MFM designed specially for general anesthesia, is a 3D field (one slow and two fast variables) and it is not so convenient for visually inspecting the role of the slow variable in this model. To afford this problem we design a 2D (planar) vector filed that only considers the slow variable and one of the fast variables
Keywords :
brain; differential equations; drugs; neurophysiology; vectors; differential equation; enhanced mean-field model; general anesthesia; isoclines; planar vector field; regional brain activity; slow variables; Anesthesia; Anesthetic drugs; Biomembranes; Brain modeling; Cities and towns; Differential equations; Frequency; Magnetic force microscopy; Rhythm; USA Councils;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
ISSN :
1557-170X
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2006.260801
Filename :
4463230
Link To Document :
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