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Luca Faes
Publications
- 2023
- [c54]Luca Faes, Gorana Mijatovic, Laura Sparacino, Yuri Antonacci, Daniele Marinazzo, Sebastiano Stramaglia:
Investigating Dynamic High-Order Interactions in Physiological Networks through Predictive Information Decomposition. EMBC 2023: 1-4 - 2022
- [j52]Luca Faes, Gorana Mijatovic, Yuri Antonacci, Riccardo Pernice, Chiara Barà, Laura Sparacino, Marco Sammartino, Alberto Porta, Daniele Marinazzo, Sebastiano Stramaglia:
A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes. IEEE Trans. Signal Process. 70: 5766-5777 (2022) - [c50]Laura Sparacino, Yuri Antonacci, Daniele Marinazzo, Sebastiano Stramaglia, Luca Faes:
Quantifying High-Order Interactions in Complex Physiological Networks: A Frequency-Specific Approach. COMPLEX NETWORKS (1) 2022: 301-309 - [c47]Simone Valenti, Laura Sparacino, Riccardo Pernice, Daniele Marinazzo, Hannes Almgren, Albert Comelli, Luca Faes:
Assessing High-Order Interdependencies Through Static O-Information Measures Computed on Resting State fMRI Intrinsic Component Networks. ICIAP Workshops (1) 2022: 386-397 - [i2]Tomas Scagliarini, Davide Nuzzi, Yuri Antonacci, Luca Faes, Fernando E. Rosas, Daniele Marinazzo, Sebastiano Stramaglia:
Gradients of O-information: low-order descriptors of high-order dependencies. CoRR abs/2207.03581 (2022) - 2021
- [j51]Yuri Antonacci, Ludovico Minati, Davide Nuzzi, Gorana Mijatovic, Riccardo Pernice, Daniele Marinazzo, Sebastiano Stramaglia, Luca Faes:
Measuring High-Order Interactions in Rhythmic Processes Through Multivariate Spectral Information Decomposition. IEEE Access 9: 149486-149505 (2021) - 2020
- [j39]Tomas Scagliarini, Luca Faes, Daniele Marinazzo, Sebastiano Stramaglia, Rosario N. Mantegna:
Synergistic Information Transfer in the Global System of Financial Markets. Entropy 22(9): 1000 (2020) - [c34]Davide Nuzzi, Luca Faes, Michal Javorka, Daniele Marinazzo, Sebastiano Stramaglia:
Inclusion of Instantaneous Influences in the Spectral Decomposition of Causality: Application to the Control Mechanisms of Heart Rate Variability. EUSIPCO 2020: 930-934 - 2019
- [j35]Jana Krohova, Luca Faes, Barbora Czippelova, Zuzana Turianikova, Nikoleta Mazgutova, Riccardo Pernice, Alessandro Busacca, Daniele Marinazzo, Sebastiano Stramaglia, Michal Javorka:
Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress. Entropy 21(5): 526 (2019) - [j33]Tjeerd W. Boonstra, Luca Faes, Jennifer N. Kerkman, Daniele Marinazzo:
Information decomposition of multichannel EMG to map functional interactions in the distributed motor system. NeuroImage 202 (2019) - 2017
- [j28]Luca Faes, Daniele Marinazzo, Sebastiano Stramaglia:
Multiscale Information Decomposition: Exact Computation for Multivariate Gaussian Processes. Entropy 19(8): 408 (2017) - [c19]Sebastiano Stramaglia, Iege Bassez, Luca Faes, Daniele Marinazzo:
Multiscale Granger causality analysis by à trous wavelet transform. IWASI 2017: 25-28 - 2016
- [j22]Luca Faes, Daniele Marinazzo, Giandomenico Nollo, Alberto Porta:
An Information-Theoretic Framework to Map the Spatiotemporal Dynamics of the Scalp Electroencephalogram. IEEE Trans. Biomed. Eng. 63(12): 2488-2496 (2016) - [j21]Sebastiano Stramaglia, Leonardo Angelini, Guorong Wu, Jesús M. Cortés, Luca Faes, Daniele Marinazzo:
Synergetic and Redundant Information Flow Detected by Unnormalized Granger Causality: Application to Resting State fMRI. IEEE Trans. Biomed. Eng. 63(12): 2518-2524 (2016) - [c16]Luca Faes, Alessandro Montalto, Sebastiano Stramaglia, Giandomenico Nollo, Daniele Marinazzo:
Multiscale analysis of information dynamics for linear multivariate processes. EMBC 2016: 5489-5492 - [i1]Luca Faes, Alessandro Montalto, Sebastiano Stramaglia, Giandomenico Nollo, Daniele Marinazzo:
Multiscale Analysis of Information Dynamics for Linear Multivariate Processes. CoRR abs/1602.06155 (2016) - 2015
- [j19]Alessandro Montalto, Sebastiano Stramaglia, Luca Faes, Giovanni Tessitore, Roberto Prevete, Daniele Marinazzo:
Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality. Neural Networks 71: 159-171 (2015) - [c15]Luca Faes, Daniele Marinazzo, Giandomenico Nollo:
Information-Theoretic Assessment of Cardiovascular-Brain Networks during Sleep. CinC 2015: 625-628 - 2014
- [j18]Luca Faes, Daniele Marinazzo, Alessandro Montalto, Giandomenico Nollo:
Lag-Specific Transfer Entropy as a Tool to Assess Cardiovascular and Cardiorespiratory Information Transfer. IEEE Trans. Biomed. Eng. 61(10): 2556-2568 (2014) - [c7]Devy Widjaja, Luca Faes, Alessandro Montalto, Ilse Van Diest, Daniele Marinazzo, Sabine Van Huffel:
Information dynamics in cardiorespiratory analyses: Application to controlled breathing. EMBC 2014: 6353-6356 - 2013
- [c6]Luca Faes, Alessandro Montalto, Giandomenico Nollo, Daniele Marinazzo:
Information Decomposition of Short-Term Cardiovascular and Cardiorespiratory Variability. CinC 2013: 113-116 - [c5]Alessandro Montalto, Daniele Marinazzo, Dimitris Kugiumtzis, Giandomenico Nollo, Luca Faes:
Comparing Model-free and Model-based Transfer Entropy Estimators in Cardiovascular Variability. CinC 2013: 747-750
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