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;