Revealing network connectivity from response dynamics.

  title={Revealing network connectivity from response dynamics.},
  author={Marc Timme},
  journal={Physical review letters},
  volume={98 22},
  • Marc Timme
  • Published 2007 in Physical review letters
We present a method to infer the complete connectivity of a network from its stable response dynamics. As a paradigmatic example, we consider networks of coupled phase oscillators and explicitly study their long-term stationary response to temporally constant driving. For a given driving condition, measuring the phase differences and the collective frequency reveals information about how the units are interconnected. Sufficiently many repetitions for different driving conditions yield the… CONTINUE READING
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