Firing pattern and synchronization property analysis in a network model of the olfactory bulb

Cogn Neurodyn. 2012 Apr;6(2):203-9. doi: 10.1007/s11571-011-9189-2. Epub 2012 Jan 5.

Abstract

In the olfactory system, both the temporal spike structure and spatial distribution of neuronal activity are important for processing odor information. In this paper, a biophysically-detailed, spiking neuronal model is used to simulate the activity of olfactory bulb. It is shown that by varying some key parameters such as maximal conductances of Ks and Nap the spike train of single neuron can exhibit various firing patterns. Synchronization in coupled neurons is also investigated as the coupling strength varying in the situation of two neurons and network. It is illustrated that the coupled neurons can exhibit different types of pattern when the coupling strength varies. These results may be instructive to understand information transmission in olfactory system.

Keywords: Maximal conductance; Network; Olfactory; Spike train; Synchronization.