343 citations · 5.3k across the 112 of their papers we have counts for
4 papers · 1 filter
Revealing Network Connectivity From Dynamics
Marc Timme
We present a method to infer network connectivity from collective dynamics in networks of synchronizing phase oscillators. We study the long-term stationary response to temporally…
Does dynamics reflect topology in directed networks?
Marc Timme
We present and analyze a topologically induced transition from ordered, synchronized to disordered dynamics in directed networks of oscillators. The analysis reveals where in the s…
Designing Complex Networks
Raoul-Martin Memmesheimer, Marc Timme
We suggest a new perspective of research towards understanding the relations between structure and dynamics of a complex network: Can we design a network, e.g. by modifying the fea…
Designing the Dynamics of Spiking Neural Networks
Raoul-Martin Memmesheimer, Marc Timme
Precise timing of spikes and temporal locking are key elements of neural computation. Here we demonstrate how even strongly heterogeneous, deterministic neural networks with delaye…