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
fDate :
31 July-4 Aug. 2005
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;
Conference_Titel :
Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
Print_ISBN :
0-7803-9048-2
DOI :
10.1109/IJCNN.2005.1556433
