A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes

Luca Faes, Gorana Mijatović, Yuri Antonacci, +7

IEEE Transactions on Signal Processing

Information Transfer in Linear Multivariate Processes Assessed through Penalized Regression Techniques: Validation and Application to Physiological Networks

Yuri Antonacci, Laura Astolfi, Giandomenico Nollo, +1

Entropy

Multivariate Correlation Measures Reveal Structure and Strength of Brain–Body Physiological Networks at Rest and During Mental Stress

Riccardo Pernice, Yuri Antonacci, Matteo Zanetti, +4

Frontiers in Neuroscience

Single-trial Connectivity Estimation through the Least Absolute Shrinkage and Selection Operator

Yuri Antonacci, Jlenia Toppi, Donatella Mattia, +2

Graph SparsityEngineeringNetwork AnalysisStatistical Signal ProcessingData Science +20

An Information-Theoretic Framework to Measure the Dynamic Interaction between Neural Spike Trains

Gorana Mijatović, Yuri Antonacci, Tatjana Lončar-Turukalo, +2

Nova Science Publishers (Nova Science Publishers, Inc.)

Measuring High-Order Interactions in Rhythmic Processes Through Multivariate Spectral Information Decomposition

Yuri Antonacci, Ludovico Minati, Davide Nuzzi, +5

IEEE Access

Spectral TheoryOscillatory ProcessesEngineeringInteraction NetworkSpatiotemporal Organization +20

Estimation of Granger causality through Artificial Neural Networks: applications to physiological systems and chaotic electronic oscillators

Yuri Antonacci, Ludovico Minati, Luca Faes, +5

PeerJ Computer Science

EngineeringMachine LearningHigh-dimensional ChaosRecurrent Neural NetworkCausal Relation Extraction +20

Resting State EEG Directed Functional Connectivity Unveils Changes in Motor Network Organization in Subacute Stroke Patients After Rehabilitation

Ileana Pirovano, Alfonso Mastropietro, Yuri Antonacci, +5

Frontiers in Physiology

Neurological RehabilitationNeural SystemsBrain OrganizationSocial SciencesMotor Network Organization +25

Time-varying information measures: an adaptive estimation of information storage with application to brain-heart interactions

Yuri Antonacci, Chiara Barà, Andrea Zaccaro, +3

Frontiers in Network Physiology

Time-varying Information MeasuresEngineeringSocial SciencesData ScienceInformation Storage +19

Information decomposition in the frequency domain: a new framework to study cardiovascular and cardiorespiratory oscillations

Luca Faes, Riccardo Pernice, Gorana Mijatović, +4

Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences

EngineeringHealthy SubjectsWearable TechnologyElectrophysiological EvaluationKinesiology +19