Reconstructing networks from simple and complex contagions.
Sign Up to like & getrecommendations! Published in 2024 at "Physical review. E"
DOI: 10.1103/physreve.110.l042301
Abstract: Network scientists often use complex dynamic processes to describe network contagions, but tools for fitting contagion models typically assume simple dynamics. Here, we address this gap by developing a nonparametric method to reconstruct a network… read more here.
Keywords: complex contagions; networks simple; reconstructing networks; network ... See more keywords
Reconstructing networks of pulse-coupled oscillators from spike trains.
Sign Up to like & getrecommendations! Published in 2017 at "Physical Review E"
DOI: 10.1103/physreve.96.012209
Abstract: We present an approach for reconstructing networks of pulse-coupled neuronlike oscillators from passive observation of pulse trains of all nodes. It is assumed that units are described by their phase response curves and that their… read more here.
Keywords: coupled oscillators; spike trains; networks pulse; reconstructing networks ... See more keywords