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