We present a detailed analysis and theoretical growth models to account for recent experimental data on the growth of cortical neuronal networks in vitro. The experimentally observed synchronized firing frequency of a well-connected neuronal network is shown to be proportional to the mean network connectivity. The growth of the network is consistent with the model of an early enhanced growth of connection, but followed by a retarded growth once the synchronized cluster is formed. Microscopic models with dominant excluded volume interactions are consistent with the observed exponential decay of the mean connection probability as a function of the mean network connectivity. The biological implications of the growth model are also discussed.
|期刊||Physical Review E - Statistical, Nonlinear, and Soft Matter Physics|
|出版狀態||已出版 - 2006|