Network reorganization driven by temporal interdependence of its elements

  • Waddell J
  • Zochowski M
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Abstract

causal entropy frequency adjusted if consistently one unit lags the
other one coupling strength adjusted for connections with strong
lag lead to different connectivities

We employ an adaptive parameter control technique based on detection
of phase/lag synchrony between the elements of the system to dynamically
modify the structure of a network of nonidentical, coupled Rossler
oscillators. Two processes are simulated: adaptation, under which
the initially different properties of the units converge, and rewiring,
in which clusters of interconnected elements are formed based on
the temporal correlations. We show how those processes lead to different
network structures and investigate their optimal characteristics
from the point of view of resulting network properties. SN 1054-1500
PD JUN PY 2006 VL 16 IS 2

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