Modeling Connectivity in Terms of Network Activity

Details Modeling Connectivity in Terms of Network Activity Modeling Connectivity in Terms of Network Activity

2009-05-28

arxiv.org/abs/0905.4706v1

Physics

Physics and Society

A working manuscript, 5 pages, 3 figures, 1 table

Scientific paper

A new complex network model is proposed which is founded on growth with new connections being established proportionally to the current dynamical activity of each node, which can be understood as a generalization of the Barabasi-Albert static model. By using several topological measurements, as well as optimal multivariate methods (canonical analysis and maximum likelihood decision), we show that this new model provides, among several other theoretical types of networks including Watts-Strogatz small-world networks, the greatest compatibility with three real-world cortical networks.

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