35 citations · 55 across the 4 of their papers we have counts for
4 papers
Space-time nature of causality
Ezequiel Bianco-Martinez, Murilo S. Baptista
In a causal world the direction of the time arrow dictates how past causal events in a variable produce future effects in . is said to cause an effect in , if the pre…
Successful network inference from time-series data using Mutual Information Rate
E. Bianco-Martinez, N. Rubido, Ch. G. Antonopoulos +1
This work uses an information-based methodology to infer the connectivity of complex systems from observed time-series data. We first derive analytically an expression for the Mutu…
Exact detection of direct links in networks of interacting dynamical units
Nicolás Rubido, Arturo C. Martí, Ezequiel Bianco-Martínez +3
The inference of an underlying network topology from local observations of a complex system composed of interacting units is usually attempted by using statistical similarity measu…
Production and Transfer of Energy and Information in Hamiltonian Systems
Ch. G. Antonopoulos, E. Bianco-Martinez, M. S. Baptista
We present novel results that relate energy and information transfer with sensitivity to initial conditions in chaotic multi-dimensional Hamiltonian systems. We show the relation a…