Luca Faes

Information-based detection of nonlinear Granger causality in multivariate processes via a nonuniform embedding technique

Luca Faes, Giandomenico Nollo, Alberto Porta · Physical Review E · 2011 · 247 citations · Full text

Engineering, Nonlinear Causality, Causal Relation Extraction +19

Entropy measures, entropy estimators, and their performance in quantifying complex dynamics: Effects of artifacts, nonstationarity, and long-range correlations

Wanting Xiong, Luca Faes, Plamen Ch. Ivanov · Physical review. E · 2017 · 198 citations · Full text

Engineering, High-dimensional Chaos, Electrophysiological Evaluation +19

Surrogate Data Analysis for Assessing the Significance of the Coherence Function

Luca Faes, Gian Domenico Pinna, Alberto Porta et al. · IEEE Transactions on Biomedical Engineering · 2004 · 196 citations

Surrogate Series, Coherence Resonance, Surrogate Data Analysis +19

MuTE: A MATLAB Toolbox to Compare Established and Novel Estimators of the Multivariate Transfer Entropy

Alessandro Montalto, Luca Faes, Daniele Marinazzo · PLoS ONE · 2014 · 195 citations · Full text

Engineering, Mathematical Biophysics, Network Analysis +23

Wiener–Granger Causality in Network Physiology With Applications to Cardiovascular Control and Neuroscience

Alberto Porta, Luca Faes · Proceedings of the IEEE · 2015 · 170 citations

Network Analysis, Wiener-granger Causality, Neural Systems +22