DocumentCode
1622216
Title
A Simulation Study of Firing Patterns based on Coupling Effect between Soma and Dendrite
Author
Liu, T. ; Tian, X.
Author_Institution
Dept. of Biomed. Eng., Tianjin Med. Univ.
fYear
2006
Firstpage
3624
Lastpage
3627
Abstract
The aim of this study is to investigate how firing patterns of neuron in hippocampus change with coupling effect between soma and dendrite via simulation of single neuron firings by a two-compartment (soma-dendrite) model. The results will help to understand how firing patterns relative to synaptic plasticity in further study. The neuron model used in this study consisted two compartments: the soma compartment and the dendrite compartment, which can describe synaptic input functions. Simulations of neural firings were performed with fourth order Runge-Kutta algorithm with different range of coupling conductance. Firing patterns of neuron were simulated under different current applied to soma (Is). The range for different firing patterns is: Is=0 muA/cm2, range for spiking is [0.0, 1.8] and [4.5, infin], for bursting is [1.9,4.4]; Is=0.5 muA/cm2, range for spiking is [0.0, 2.2] and [4.0, infin], for bursting is [2.3,3.9]; Is=1.0 muA/cm2, range for spiking is [0.0, 2.5] and [3.6, infin], for bursting is [2.6,3.5]; Is=1.5 muA/cm2 , range for spiking is [0.0, 2.5] and [3.8, infin], for bursting is [2.6,3.7]; Is=2.0 muA/cm2, range for spiking is [0.0, 2.6] and [3.6, infin], for bursting is [2.7,3.5]; Is =2.5 muA/cm2, range for spiking is [0.0, 2.6] and [3.3, infin], for bursting is [2.7,3.2]
Keywords
Runge-Kutta methods; bioelectric phenomena; neurophysiology; physiological models; coupling conductance; coupling effect; dendrite; firing patterns; fourth order Runge-Kutta algorithm; hippocampus; single neuron firings; soma; synaptic plasticity; two-compartment model; Biological system modeling; Biomedical engineering; Biomembranes; Brain modeling; Calcium; Equations; Hippocampus; Medical simulation; Neurons; Voltage; firing pattern; model; simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location
Shanghai
Print_ISBN
0-7803-8741-4
Type
conf
DOI
10.1109/IEMBS.2005.1617266
Filename
1617266
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