Information-based detection of nonlinear Granger causality in multivariate processes via a nonuniform embedding technique L Faes, G Nollo, A Porta Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 83 (5 …, 2011 | 277 | 2011 |
Entropy measures, entropy estimators, and their performance in quantifying complex dynamics: Effects of artifacts, nonstationarity, and long-range correlations W Xiong, L Faes, PC Ivanov Physical review E 95 (6), 062114, 2017 | 235 | 2017 |
Surrogate data analysis for assessing the significance of the coherence function L Faes, GD Pinna, A Porta, R Maestri, G Nollo IEEE transactions on biomedical engineering 51 (7), 1156-1166, 2004 | 214 | 2004 |
MuTE: a MATLAB toolbox to compare established and novel estimators of the multivariate transfer entropy A Montalto, L Faes, D Marinazzo PloS one 9 (10), e109462, 2014 | 191 | 2014 |
Critical comments on EEG sensor space dynamical connectivity analysis F Van de Steen, L Faes, E Karahan, J Songsiri, PA Valdes-Sosa, ... Brain topography 32, 643-654, 2019 | 170 | 2019 |
A method for quantifying atrial fibrillation organization based on wave-morphology similarity L Faes, G Nollo, R Antolini, F Gaita, F Ravelli IEEE Transactions on Biomedical Engineering 49 (12), 1504-1513, 2002 | 164 | 2002 |
Wiener–Granger causality in network physiology with applications to cardiovascular control and neuroscience A Porta, L Faes Proceedings of the IEEE 104 (2), 282-309, 2015 | 162 | 2015 |
Exploring directionality in spontaneous heart period and systolic pressure variability interactions in humans: implications in the evaluation of baroreflex gain G Nollo, L Faes, A Porta, R Antolini, F Ravelli American Journal of Physiology-Heart and Circulatory Physiology 288 (4 …, 2005 | 156 | 2005 |
An integrated approach based on uniform quantization for the evaluation of complexity of short-term heart period variability: application to 24h Holter recordings in healthy … A Porta, L Faes, M Masé, G D’addio, GD Pinna, R Maestri, N Montano, ... Chaos: An Interdisciplinary Journal of Nonlinear Science 17 (1), 2007 | 149 | 2007 |
Measuring connectivity in linear multivariate processes: definitions, interpretation, and practical analysis L Faes, S Erla, G Nollo Computational and mathematical methods in medicine 2012 (1), 140513, 2012 | 129 | 2012 |
Information decomposition in bivariate systems: theory and application to cardiorespiratory dynamics L Faes, A Porta, G Nollo Entropy 17 (1), 277-303, 2015 | 125 | 2015 |
Testing frequency-domain causality in multivariate time series L Faes, A Porta, G Nollo IEEE transactions on biomedical engineering 57 (8), 1897-1906, 2010 | 111 | 2010 |
Extended causal modeling to assess Partial Directed Coherence in multiple time series with significant instantaneous interactions L Faes, G Nollo Biological cybernetics 103, 387-400, 2010 | 106 | 2010 |
Effect of age on complexity and causality of the cardiovascular control: comparison between model-based and model-free approaches A Porta, L Faes, V Bari, A Marchi, T Bassani, G Nollo, NM Perseguini, ... PloS one 9 (2), e89463, 2014 | 105 | 2014 |
Mutual nonlinear prediction as a tool to evaluate coupling strength and directionality in bivariate time series: comparison among different strategies based on k nearest neighbors L Faes, A Porta, G Nollo Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 78 (2 …, 2008 | 105 | 2008 |
Linear and non-linear brain–heart and brain–brain interactions during sleep L Faes, D Marinazzo, F Jurysta, G Nollo Physiological measurement 36 (4), 683, 2015 | 103 | 2015 |
Information dynamics of brain–heart physiological networks during sleep L Faes, G Nollo, F Jurysta, D Marinazzo New Journal of Physics 16 (10), 105005, 2014 | 103 | 2014 |
Information domain approach to the investigation of cardio-vascular, cardio-pulmonary, and vasculo-pulmonary causal couplings L Faes, G Nollo, A Porta Frontiers in physiology 2, 80, 2011 | 102 | 2011 |
Compensated transfer entropy as a tool for reliably estimating information transfer in physiological time series L Faes, G Nollo, A Porta Entropy 15 (1), 198-219, 2013 | 99 | 2013 |
Non-uniform multivariate embedding to assess the information transfer in cardiovascular and cardiorespiratory variability series L Faes, G Nollo, A Porta Computers in biology and medicine 42 (3), 290-297, 2012 | 97 | 2012 |