| 2024 |
Assessment of complexity and dynamical coupling between complex systems using Entropy Rate and Mutual Information Rate Measures: simulations and application to physiological data |
Abstract in atti di convegno pubblicato in volume |
Vai |
| 2024 |
Measuring Connectivity in Linear Multivariate Processes With Penalized Regression Techniques |
Articolo in rivista |
Vai |
| 2024 |
Comparison of Linear Model-Based and Nonlinear Model-Free Directional Coupling Measures: Analysis of Cardiovascular and Cardiorespiratory Interactions at Rest and During Physiological Stress |
Capitolo o Saggio |
Vai |
| 2024 |
A Method to Assess Granger Causality, Isolation and Autonomy in the Time and Frequency Domains: Theory and Application to Cerebrovascular Variability |
Articolo in rivista |
Vai |
| 2024 |
Testing dynamic correlations and nonlinearity in bivariate time series through information measures and surrogate data analysis |
Articolo in rivista |
Vai |
| 2024 |
Exploring the Predictability of EEG Signals Timed with the Heartbeat: A Model-Based Approach for the Temporal and Spatial Characterization of the Brain Dynamics |
Capitolo o Saggio |
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| 2024 |
Comparison of the symptom networks of long‐COVID and chronic fatigue syndrome: From modularity to connectionism |
Articolo in rivista |
Vai |
| 2024 |
Autonomic Stress in Plateau Waves of Intracranial Pressure: Spectral Mutual Information Rate Analysis |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2024 |
Assessment of EEG Brain Dynamics in Time and Frequency Domains through Information-Theoretic Measures |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2024 |
Assessing High-Order Links in Cardiovascular and Respiratory Networks via Static and Dynamic Information Measures |
Articolo in rivista |
Vai |
| 2024 |
A method to assess linear self-predictability of physiologic processes in the frequency domain: application to beat-to-beat variability of arterial compliance |
Articolo in rivista |
Vai |
| 2024 |
Measuring the Balance Between Synergy and Redundancy in Network Systems by Using Information Theory |
Capitolo o Saggio |
Vai |
| 2023 |
Decomposing the Mutual Information Rate of Heart Period and Respiration Variability Series to Assess Cardiorespiratory Interactions |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2023 |
Gradients of O-information: Low-order descriptors of high-order dependencies |
Articolo in rivista |
Vai |
| 2023 |
Connectivity Analysis in EEG Data: A Tutorial Review of the State of the Art and Emerging Trends |
Articolo in rivista |
Vai |
| 2023 |
Local and global measures of information storage for the assessment of heartbeat-evoked cortical responses |
Articolo in rivista |
Vai |
| 2023 |
Comparison of discretization strategies for the model-free information-theoretic assessment of short-term physiological interactions |
Articolo in rivista |
Vai |
| 2023 |
Granger Causality Analysis of Transient Calcium Dynamics in the Honey Bee Antennal Lobe Network |
Articolo in rivista |
Vai |
| 2023 |
Time-varying information measures: an adaptive estimation of information storage with application to brain-heart interactions |
Articolo in rivista |
Vai |
| 2023 |
Rehabilitation Modulates High-Order Interactions Among Large-Scale Brain Networks in Subacute Stroke |
Articolo in rivista |
Vai |
| 2023 |
Mutual Information Rate Decomposition as a Tool to Investigate Coupled Dynamical Systems: Estimation Approaches, Simulations and Application to Physiological Signals |
Abstract in atti di convegno pubblicato in volume |
Vai |
| 2022 |
A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes |
Articolo in rivista |
Vai |
| 2022 |
Resting State EEG Directed Functional Connectivity Unveils Changes in Motor Network Organization in Subacute Stroke Patients After Rehabilitation |
Articolo in rivista |
Vai |
| 2022 |
Spectral decomposition of cerebrovascular and cardiovascular interactions in patients prone to postural syncope and healthy controls |
Articolo in rivista |
Vai |
| 2022 |
Measuring the Amount of Concomitant Firing during Neural Development |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2022 |
Investigating the Heartbeat-evoked cortical responses through parametric Time-Varying Information Measures |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2022 |
Quantifying High-Order Interactions in Cardiovascular and Cerebrovascular Networks |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2022 |
Assessment of Cardiorespiratory Interactions During Spontaneous and Controlled Breathing: Linear Parametric Analysis |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2022 |
Frequency Domain Information Decomposition: Application to Plateau Waves of Intracranial Pressure |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2022 |
Measuring the Rate of Information Exchange in Point-Process Data With Application to Cardiovascular Variability |
Articolo in rivista |
Vai |
| 2022 |
Analysis of Cardiac Pulse Arrival Time Series at Rest and during Physiological Stress |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2021 |
Preliminary development of a questionnaire to measure the extra-pulmonary symptoms of severe asthma |
Articolo in rivista |
Vai |
| 2021 |
Information decomposition in the frequency domain: a new framework to study cardiovascular and cardiorespiratory oscillations |
Articolo in rivista |
Vai |
| 2021 |
An Information-Theoretic Framework to Measure the Dynamic Interaction between Neural Spike Trains |
Articolo in rivista |
Vai |
| 2021 |
A questionnaire to measure the extra-pulmonary symptoms of asthma |
Abstract in atti di convegno pubblicato in rivista |
Vai |
| 2021 |
A new Framework for the Spectral Information Decomposition of Multivariate Gaussian Processes |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2021 |
Measuring the Rate of Information Transfer in Point-Process Data: Application to Cardiovascular Interactions |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2021 |
Estimation of Granger causality through Artificial Neural Networks: applications to physiological systems and chaotic electronic oscillators |
Articolo in rivista |
Vai |
| 2021 |
Measuring High-Order Interactions in Rhythmic Processes through Multivariate Spectral Information Decomposition |
Articolo in rivista |
Vai |
| 2021 |
Multivariate Correlation Measures Reveal Structure and Strength of Brain–Body Physiological Networks at Rest and During Mental Stress |
Articolo in rivista |
Vai |
| 2021 |
Local Granger causality |
Articolo in rivista |
Vai |
| 2021 |
Testing different methodologies for Granger causality estimation: A simulation study |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2020 |
Model-Based Transfer Entropy Analysis of Brain-Body Interactions with Penalized regression techniques |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2020 |
Information Transfer in Linear Multivariate Processes Assessed through Penalized Regression Techniques: Validation and Application to Physiological Networks |
Articolo in rivista |
Vai |
| 2020 |
Information Dynamics Analysis: A new approach based on Sparse Identification of Linear Parametric Models |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2019 |
Estimation of brain connectivity through Artificial Neural Networks |
Abstract in atti di convegno pubblicato in volume |
Vai |
| 2019 |
Single-trial Connectivity Estimation through the Least Absolute Shrinkage and Selection Operator |
Abstract in atti di convegno pubblicato in volume |
Vai |
| 2017 |
Estimating brain connectivity when few data points are available: Perspectives and limitations |
Abstract in atti di convegno pubblicato in volume |
Vai |
| 2016 |
Measuring the agreement between brain connectivity networks |
Abstract in atti di convegno pubblicato in volume |
Vai |
