4 papers
Inferring network structure and local dynamics from neuronal patterns with quenched disorder
Ihusan Adam, Gloria Cecchini, Duccio Fanelli +8
An inverse procedure is proposed and tested which aims at recovering the a priori unknown functional and structural information from global signals of living brains activity. To th…
Iterative procedure for network inference
Gloria Cecchini, Bjoern Schelter
When a network is reconstructed from data, two types of errors can occur: false positive and false negative errors about the presence or absence of links. In this paper, the vertex…
Analytical approach to network inference: Investigating degree distribution
Gloria Cecchini, Bjoern Schelter
When the network is reconstructed, two types of errors can occur: false positive and false negative errors about the presence or absence of links. In this paper, the influence of t…
Improving Network Inference: The Impact of False Positive and False Negative Conclusions about the Presence or Absence of Links
Gloria Cecchini, Marco Thiel, Bjoern Schelter +1
A reliable inference of networks from data is of key interest in the Neurosciences. Several methods have been suggested in the literature to reliably determine links in a network.…