20 citations · 22 across the 3 of their papers we have counts for
3 papers
Spontaneous activity emerging from an inferred network model captures complex temporal dynamics of spiking data
Cristiano Capone, Guido Gigante, Paolo Del Giudice
The combination of new recording techniques in neuroscience and powerful inference methods recently held the promise to recover useful effective models, at the single neuron or net…
Density-based clustering: A 'landscape view' of multi-channel neural data for inference and dynamic complexity analysis
Gabriel Baglietto, Guido Gigante, Paolo Del Giudice
Simultaneous recordings from N electrodes generate N-dimensional time series that call for efficient representations to expose relevant aspects of the underlying dynamics. Binning…
Inferring Synaptic Structure in presence of Neural Interaction Time Scales
Cristiano Capone, Carla Filosa, Guido Gigante +2
Biological networks display a variety of activity patterns reflecting a web of interactions that is complex both in space and time. Yet inference methods have mainly focused on rec…