127 citations · 274 across the 19 of their papers we have counts for
7 papers · 1 filter
Including the magnitude variability of a signal into the ordinal pattern analysis
Melvyn Tyloo, Joaquín González, Nicolás Rubido
One of the most popular and innovative methods to analyse signals is by using Ordinal Patterns (OPs). The OP encoding is based on transforming a (univariate) signal into a symbolic…
Critical parameters of the synchronisation's stability for coupled maps in regular graphs
Juan Gancio, Nicolás Rubido
Coupled Map Lattice (CML) models are particularly suitable to study spatially extended behaviours, such as wave-like patterns, spatio-temporal chaos, and synchronisation. Complete…
Impact of lag information on network inference
Nicolas Rubido, Cristina Masoller
Extracting useful information from data is a fundamental challenge across disciplines as diverse as climate, neuroscience, genetics, and ecology. In the era of ``big data'', data i…
Entropy-based Generating Markov Partitions for Complex Systems
Nicolás Rubido, Celso Grebogi, Murilo S. Baptista
Finding the correct encoding for a generic dynamical system's trajectory is a complicated task: the symbolic sequence needs to preserve the invariant properties from the system's t…
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…
Electronically--implemented coupled logistic maps
Alexandre L'Her, Pablo Amil, Nicolas Rubido +2
The logistic map is a paradigmatic dynamical system originally conceived to model the discrete-time demographic growth of a population, which shockingly, shows that discrete chaos…
The role of intermediaries in the synchronization of pulse-coupled oscillators
Rodrigo A. García, Nicolás Rubido, Arturo C. Marti +1
The role of intermediaries in the synchronization of small groups of light controlled oscillators (LCO) is addressed. A single LCO is a two-time-scale phase oscillator. When pulse-…