DocumentCode
2754533
Title
Stability conditions of the full KII model of excitatory and inhibitory neural populations
Author
Ilin, Roman ; Kozma, Robert
Author_Institution
Dept. of Math. Sci., Memphis Univ., TN, USA
Volume
5
fYear
2005
fDate
31 July-4 Aug. 2005
Firstpage
3162
Abstract
We consider the model of interacting neural populations to be the main building block of K-sets, as suggested by W.J. Freeman. The full KM set´s dynamics is understood through building the system up from the reduced KII. Theoretical condition for stability of the intermediate KII model is derived and the regions of structural stability of the full KII model are identified based on numeric data.
Keywords
neural nets; stability; KII model; KM sets dynamics; excitatory neural population; inhibitory neural population; stability condition; structural stability; Biological information theory; Biological neural networks; Biological system modeling; Brain modeling; Electroencephalography; Mathematical model; Neural networks; Neurons; Olfactory; Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
Print_ISBN
0-7803-9048-2
Type
conf
DOI
10.1109/IJCNN.2005.1556433
Filename
1556433
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