DocumentCode
395576
Title
Neuronal dynamics based on individual stochastic ion channels
Author
Ashida, Go ; Kubo, Masayoshi
Author_Institution
Dept. of Appl. Anal. & Complex Dynamical Syst., Kyoto Univ., Japan
Volume
3
fYear
2002
fDate
18-22 Nov. 2002
Firstpage
1592
Abstract
A new neuronal model based on the stochastic activity of a single channel is proposed. The model connects the microscopic ionic kinetics to the macroscopic neuronal behavior and describes a neuron as a organized structure of individual subneuronal elements. This illustration has not been well achieved by the common models employed so far. Simulational results by using this novel model shows that spatially distributed ion channels can reproduce the neuronal dynamics - the existence of the stable state, initiation and propagation of the action potentials. The membrane potential measured at different points enables us to estimate the propagation speed of the action potentials.
Keywords
bioelectric potentials; biomembranes; neural nets; neurophysiology; physiological models; macroscopic neuronal behavior; membrane potential; microscopic ionic kinetics; neuronal dynamics; neuronal model; spatially distributed ion channels; stochastic activity; stochastic ion channels; Biological system modeling; Biomembranes; Differential equations; Fluctuations; Informatics; Kinetic theory; Microscopy; Neurons; Stochastic processes; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
Print_ISBN
981-04-7524-1
Type
conf
DOI
10.1109/ICONIP.2002.1202890
Filename
1202890
Link To Document