Interdependence of dynamical signals and topology: Detecting the influential nodes in networks

Details Interdependence of dynamical signals and topology: Detecting the influential nodes in networks Interdependence of dynamical signals and topology: Detecting the influential nodes in networks

2005-05-10

arxiv.org/abs/cond-mat/0505236v1

Physics

Condensed Matter

Statistical Mechanics

4 pages, 7 figures

Scientific paper

By studying varies dynamical processes, including coupled maps, cellular automata and coupled differential equations, on five different kinds of known networks, we found a positive relation between signal correlation and node's degree. Thus a method of identifying influential nodes in dynamical systems is proposed, its validity is studied, and potential applications on real systems are discussed.

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