Gaetano Valenza

Mariano Alcañiz

Vladimir Carli

Gabriela Dudnik

Jaime Guixeres Provinciale

Simone Rossi

IEEE Signal Process. Mag., January, 2024

Stochastic brain dynamics exhibits differential regional distribution and maturation-related changes.

[BibT_eX]

[DOI]

NeuroImage, 2024

Functional Neural Activity Mapping Using Spiking Neural Networks and EEG Signals: A Proof of Concept Study.

[BibT_eX]

[DOI]

Dario Milea

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Nervous-System-Wise Functional Estimation of Directed Brain-Heart Interplay Through Microstate Occurrences.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., August, 2023

From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks.

[BibT_eX]

[DOI]

Antonio Luca Alfeo

Antonio G. Zippo

Comput. Methods Programs Biomed., June, 2023

Altering Time Perception in Virtual Reality Through Multimodal Visual-Tactile Kappa Effect.

[BibT_eX]

[DOI]

Yuri De Pra

Alessandro Moscatelli

IEEE Trans. Haptics, 2023

Acute Stress State Classification Based on Electrodermal Activity Modeling.

[BibT_eX]

[DOI]

Jesús Lázaro

Jorge Mario Garzón Rey

Jordi Aguiló

Concepción de la Cámara

IEEE Trans. Affect. Comput., 2023

Estimation of Dynamical Noise Power in Unknown Systems.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2023

Improving Emotion Recognition Systems by Exploiting the Spatial Information of EEG Sensors.

[BibT_eX]

[DOI]

IEEE Access, 2023

Using Contrastive Learning to Inject Domain-Knowledge Into Neural Networks for Recognizing Emotions.

[BibT_eX]

[DOI]

Guido Gagliardi

Antonio Luca Alfeo

Maarten De Vos

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks.

[BibT_eX]

[DOI]

Guido Gagliardi

Antonio Luca Alfeo

Maarten De Vos

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Virtual Experience Toolkit: Enhancing 3D Scene Virtualization From Real Environments Through Computer Vision and Deep Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Characterization of Physiological Noise in Complex Cardiovascular Variability Series.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Unified Framework for Investigating Aperiodic and Periodic Components in the Hearbeat Dynamics Spectrum: a Feasibility Study.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Towards the definition of Microstates of the Cortical Brain-Heart Axis.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Cluster permutation analysis for EEG series based on non-parametric Wilcoxon-Mann-Whitney statistical tests.

[BibT_eX]

[DOI]

Diego Candia-Rivera

SoftwareX, 2022

Functional assessment of bidirectional cortical and peripheral neural control on heartbeat dynamics: A brain-heart study on thermal stress.

[BibT_eX]

[DOI]

NeuroImage, 2022

An intertwined neural network model for EEG classification in brain-computer interfaces.

[BibT_eX]

[DOI]

CoRR, 2022

Toward the manipulation of time and space in extended reality: a preliminary study on multimodal Tau and Kappa illusions in the visual-tactile domain.

[BibT_eX]

[DOI]

Yuri De Pra

Proceedings of the 31st IEEE International Conference on Robot and Human Interactive Communication, 2022

Multiscale partition-based Kolmogorov-Sinai Entropy: a preliminary HRV study on Heart Failure vs. Atrial Fibrillation.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Causal Symbolic Information Transfer for the Assessment of functional Brain-Heart Interplay through EEG Microstates Occurrences: a proof-of-concept study.

[BibT_eX]

[DOI]

Davide Manzoni

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Multivariate Pattern Analysis of Entropy estimates in Fast- and Slow-Wave Functional Near Infrared Spectroscopy: A Preliminary Cognitive Stress study.

[BibT_eX]

[DOI]

Ameer Ghouse

Diego Candia-Rivera

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Complexity Modulation in functional Brain-Heart Interplay series driven by Emotional Stimuli: an early study using Fuzzy Entropy.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

A new framework for modeling the bidirectional interplay between brain oscillations and cardiac sympathovagal activity.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Inferring Parsimonious Coupling Statistics in Nonlinear Dynamics with Variational Gaussian Processes.

[BibT_eX]

[DOI]

Ameer Ghouse

Proceedings of the Complex Networks and Their Applications XI, 2022

2021

Time-Resolved Brain-to-Heart Probabilistic Information Transfer Estimation Using Inhomogeneous Point-Process Models.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2021

Brain Dynamics During Arousal-Dependent Pleasant/Unpleasant Visual Elicitation: An Electroencephalographic Study on the Circumplex Model of Affect.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2021

Quantifying multidimensional control mechanisms of cardiovascular dynamics during multiple concurrent stressors.

[BibT_eX]

[DOI]

Simone Messerotti Benvenuti

Medical Biol. Eng. Comput., 2021

Integral pulse frequency modulation model driven by sympathovagal dynamics: Synthetic vs. real heart rate variability.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2021

Ex-vivo quantitative ultrasound assessment of cartilage degeneration.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Quantifying partition-based Kolmogorov-Sinai Entropy on Heart Rate Variability: a young vs. elderly study.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Classifying subclinical depression using EEG spectral and connectivity measures.

[BibT_eX]

[DOI]

Shadi Ghiasi

Carola Dell'Acqua

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Characterization of upper limb movement-related EEG dynamics through fractional integrated autoregressive modeling.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Recognizing motor imagery tasks from EEG oscillations through a novel ensemble-based neural network architecture.

[BibT_eX]

[DOI]

Antonio L. Alfeo

Gigliola Vaglini

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Classifying Affective Haptic Stimuli through Gender-Specific Heart Rate Variability Nonlinear Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2020

Quantifying the lagged Poincaré plot geometry of ultrashort heart rate variability series: automatic recognition of odor hedonic tone.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2020

fNIRS Complexity Analysis for the Assessment of Motor Imagery and Mental Arithmetic Tasks.

[BibT_eX]

[DOI]

Ameer Ghouse

Entropy, 2020

Assessing Complexity in Physiological Systems through Biomedical Signals Analysis.

[BibT_eX]

[DOI]

Paolo Castiglioni

Luca Faes

Entropy, 2020

A tool for the real-time evaluation of ECG signal quality and activity: Application to submaximal treadmill test in horses.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2020

An Inhomogeneous Point-process Model for the Assessment of the Brain-to-Heart Functional Interplay: a Pilot Study.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Intrinsic Complexity of Sympathetic and Parasympathetic Dynamics from HRV series: a Preliminary Study on Postural Changes.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Complexity Analysis on Functional-Near Infrared Spectroscopy Time Series: a Preliminary Study on Mental Arithmetic.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Quantifying Functional Links between Brain and Heartbeat Dynamics in the Multifractal Domain: a Preliminary Analysis.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Methodological Considerations on EEG Electrical Reference: A Functional Brain-Heart Interplay Study.

[BibT_eX]

[DOI]

Diego Candia-Rivera

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Validation of Sympathetic Activity Index From Heart Rate Variability series: A Preliminary Muscle Sympathetic Nerve Activity Study.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

2019

Brain Dynamics Induced by Pleasant/Unpleasant Tactile Stimuli Conveyed by Different Fabrics.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2019

The central autonomic network at rest: Uncovering functional MRI correlates of time-varying autonomic outflow.

[BibT_eX]

[DOI]

NeuroImage, 2019

Cardiovascular assessment of supportive doctor-patient communication using multi-scale and multi-lag analysis of heartbeat dynamics.

[BibT_eX]

[DOI]

Lidia Del Piccolo

Medical Biol. Eng. Comput., 2019

A Parsimonious Granger Causality Formulation for Capturing Arbitrarily Long Multivariate Associations.

[BibT_eX]

[DOI]

Maria Giovanna Bianco

Maria Guerrisi

Entropy, 2019

Functional Linear and Nonlinear Brain-Heart Interplay during Emotional Video Elicitation: A Maximum Information Coefficient Study.

[BibT_eX]

[DOI]

Entropy, 2019

Assessment of muscle fatigue during isometric contraction using autonomic nervous system correlates.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2019

Resting State Neural Correlates of Cardiac Sympathetic Dynamics in Healthy Subjects.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A functional analysis-based approach to quantify upper limb impairment level in chronic stroke patients: a pilot study.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

The Complexity of Dreams: a Multiscale Entropy Study on Cardiovascular Variability Series.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Effect of yoga on pulse rate variability measured from a venous pressure waveform.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

The Role of Haptic Stimuli on Affective Reading: a Pilot Study.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Quantification of Different Regulatory Pathways Contributing to Heartbeat Dynamics during Multiple Stimuli: a Proof of the Concept.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Heartbeat Dynamics Analysis under Cold-Pressure Test using Wavelet p-Leader Non-Gaussian Multiscale Expansions.

[BibT_eX]

[DOI]

Herwig Wendt

Patrice Abry

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Wavelet p-Leader Non-Gaussian Multiscale Expansions for EEG series: an Exploratory Study on Cold-Pressor Test.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Reliability of Lagged Poincaré Plot Parameters in Ultrashort Heart Rate Variability Series: Application on Affective Sounds.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2018

Mortality Prediction in Severe Congestive Heart Failure Patients With Multifractal Point-Process Modeling of Heartbeat Dynamics.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2018

Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardiorespiratory Nonstationary Dynamics.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2018

Simplifying Telerobotics: Wearability and Teleimpedance Improves Human-Robot Interactions in Teleoperation.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Mag., 2018

Refined Generalized Multivariate Multiscale Fuzzy Entropy: A Preliminary Study on Multichannel Physiological Complexity During Postural Changes.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

ECG-Derived Sympathetic and Parasympathetic Activity in the Healthy: an Early Lower-Body Negative Pressure Study Using Adaptive Kalman Prediction.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Real-time Evaluation of ECG Acquisition Systems through Signal Quality Assessment in Horses during Submaximal Treadmill Test.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Multiclass Arousal Recognition using HRV Nonlinear Analysis and Affective Images.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Case for the Interspecies Transfer of Emotions: A Preliminary Investigation on How Humans Odors Modify Reactions of the Autonomic Nervous System in Horses.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

EEG Hyperconnectivity Study on Saxophone Quartet Playing in Ensemble.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A New Sympathovagal Balance Index from Electrodermal Activity and Instantaneous Vagal Dynamics: A Preliminary Cold Pressor Study.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A new Modelling Framework to Study Time-Varying Directional Brain-Heart Interactions: Preliminary Evaluations and Perspectives.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

EEG Processing to Discriminate Transitive-Intransitive Motor Imagery Tasks: Preliminary Evidences using Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

EEG Complexity Maps to Characterise Brain Dynamics during Upper Limb Motor Imagery.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

ECG-Derived Sympathetic and Parasympathetic Nervous System Dynamics: A Congestive Heart Failure Study.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2018

Investigating Phasic Activity of Time-Varying High-Order Spectra: A Heartbeat Dynamics Study During Cold-Pressure Test.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2018

Inhomogeneous Heart Rate Variability Spectral Complexity: A Preliminary Evaluation With Gravitational Stimuli Under Selective Autonomic Blockade.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2018

2017

Force-Velocity Assessment of Caress-Like Stimuli Through the Electrodermal Activity Processing: Advantages of a Convex Optimization Approach.

[BibT_eX]

[DOI]

IEEE Trans. Hum. Mach. Syst., 2017

On the Role of Affective Properties in Hedonic and Discriminant Haptic Systems.

[BibT_eX]

[DOI]

Int. J. Soc. Robotics, 2017

Recognition of affective haptic stimuli conveyed by different fabrics sing EEG-based sparse SVM.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017

Multiscale properties of instantaneous parasympathetic activity in severe congestive heart failure: A survivor vs non-survivor study.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Assessment of instantaneous cardiovascular dynamics from video plethysmography.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Validation of instantaneous bispectral high-frequency power of heartbeat dynamics as a marker of cardiac vagal activity.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Resting-state brain correlates of cardiovascular complexity.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Resting-state brain correlates of instantaneous autonomic outflow.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Characterization of doctor-patient communication using heartbeat nonlinear dynamics: A preliminary study using Lagged Poincaré Plots.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A novel Heart Rate Variability analysis using Lagged Poincaré plot: A study on hedonic visual elicitation.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Investigation of Lagged Poincaré Plot reliability in ultra-short synthetic and experimental Heart Rate Variability series.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems.

[BibT_eX]

[DOI]

Xinyang Li

Riccardo Poli

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

The role of nonlinear coupling in Human-Horse Interaction: A preliminary study.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Monitoring voluntary blink magnitude through a wearable eye-tracking system: A preliminary study.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Heart rate variability analysis during muscle fatigue due to prolonged isometric contraction.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Muscle fatigue assessment through electrodermal activity analysis during isometric contraction.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Nonlinear analysis of heart rate variability for the assessment of Dysphoria.

[BibT_eX]

[DOI]

Simone Messerotti Benvenuti

Daniela Palomba

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Causal brain-heart information transfer during visual emotional elicitation in healthy subjects: Preliminary evaluations and future perspectives.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Estimating directed brain-brain and brain-heart connectivity through globally conditioned Granger causality approaches.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Instantaneous Assessment of Hedonic Olfactory Perception Using Heartbeat Nonlinear Dynamics: a Preliminary Study.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2017

Effects of Respiratory-Gated Auricular Vagal Nerve Stimulation (RAVANS) on Nonlinear Heartbeat Dynamics of Hypertensive Patients.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2017

Exploiting Physiological Sensors and Biosignal Processing to Enhance Monitoring Care in Mental Health.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017

2016

Predicting Mood Changes in Bipolar Disorder Through Heartbeat Nonlinear Dynamics.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2016

Guest Editorial Sensor Informatics for Managing Mental Health.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2016

cvxEDA: A Convex Optimization Approach to Electrodermal Activity Processing.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2016

Assessment of spontaneous cardiovascular oscillations in Parkinson's disease.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2016

Towards a novel generation of haptic and robotic interfaces: Integrating affective physiology in human-robot interaction.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Robot and Human Interactive Communication, 2016

Stochastic modeling of spontaneous bursting activity to simulate neural responses of in-vitro networks on multielectrode arrays.

[BibT_eX]

[DOI]

Gianluca Vannucci

Enzo Wanke

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Predicting seizures in untreated temporal lobe epilepsy using point-process nonlinear models of heartbeat dynamics.

[BibT_eX]

[DOI]

Maria Grazia Marciani

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Brain-heart linear and nonlinear dynamics during visual emotional elicitation in healthy subjects.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Disentanglement of sympathetic and parasympathetic activity by instantaneous analysis of human heartbeat dynamics.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

On the pleasantness of a haptic stimulation: How different textures can be recognized through heart rate variability nonlinear analysis.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Exploratory analysis of nonlinear coupling between EEG global field power and end-tidal carbon dioxide in free breathing and breath-hold tasks.

[BibT_eX]

[DOI]

Nicola Vanello

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Quantitative heartbeat coupling measures in human-horse interaction.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automatic recognition of pleasant content of odours through ElectroEncephaloGraphic activity analysis.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Valence-dependent changes in visual arousing elicitation: An exploratory study in EEG gamma oscillations.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Investigating mechanical properties of a fabric-based affective haptic display through electrodermal activity analysis.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Gender-specific automatic valence recognition of affective olfactory stimulation through the analysis of the electrodermal activity.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Reconstructing multivariate causal structure between functional brain networks through a Laguerre-Volterra based Granger causality approach.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2015

Characterization of Depressive States in Bipolar Patients Using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2015

Complexity Index From a Personalized Wearable Monitoring System for Assessing Remission in Mental Health.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2015

Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2015

Characterizing Psychological Dimensions in Non-Pathological Subjects through Autonomic Nervous System Dynamics.

[BibT_eX]

[DOI]

Frontiers Comput. Neurosci., 2015

Point-process high-resolution representations of heartbeat dynamics for multiscale analysis: A CHF survivor prediction study.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Electroencephalographic spectral correlates of caress-like affective haptic stimuli.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Instantaneous transfer entropy for the study of cardio-respiratory dynamics.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Arousal recognition system based on heartbeat dynamics during auditory elicitation.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Gender-specific velocity recognition of caress-like stimuli through nonlinear analysis of Heart Rate Variability.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

On the tridimensional estimation of the gaze point by a stereoscopic wearable eye tracker.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Removing movement artifacts from equine ECG recordings acquired with textile electrodes.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Electrodermal activity analysis during affective haptic elicitation.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Predicting Mood Changes in Bipolar Disorder through Heartbeat Nonlinear Dynamics: a Preliminary Study.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2015

Changes in Instantaneous Complex Dynamics during Exercise in Chronic Mountain Sickness.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2015

Instantaneous Bispectral Analysis of Heartbeat Dynamics for the Assessment of Major Depression.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2015

Lower Instantaneous Entropy of Heartbeat Dynamics during Seizures in Untreated Temporal Lobe Epilepsy.

[BibT_eX]

[DOI]

Maria Grazia Marciani

Maria Guerrisi

Andrea Romigi

Proceedings of the Computing in Cardiology, 2015

2014

Wearable Monitoring for Mood Recognition in Bipolar Disorder Based on History-Dependent Long-Term Heart Rate Variability Analysis.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2014

Electrodermal Activity in Bipolar Patients during Affective Elicitation.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2014

A pattern recognition approach based on electrodermal response for pathological mood identification in bipolar disorders.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Design and preliminary affective characterization of a novel fabric-based tactile display.

[BibT_eX]

[DOI]

Antonio Bicchi

Proceedings of the IEEE Haptics Symposium, 2014

Decoding underlying brain activities in time and frequency domains through complex independent component analysis of EEG signals.

[BibT_eX]

[DOI]

Nicola Vanello

Matteo Milanesi

Luigi Landini

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Assessing real-time RR-QT frequency-domain measures of coupling and causality through inhomogeneous point-process bivariate models.

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Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Maximal-radius multiscale entropy of cardiovascular variability: A promising biomarker of pathological mood states in bipolar disorders.

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Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Tracking instantaneous entropy in heartbeat dynamics through inhomogeneous point-process nonlinear models.

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Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Assessment of gait nonlinear dynamics by inhomogeneous point-process models.

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Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Temporal trends of neuro-autonomic complexity during severe episodes of bipolar disorders.

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Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Electrodermal activity processing: A convex optimization approach.

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Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Assessment of Dynamic Autonomic Changes with Posture using Instantaneous Entropy Measures.

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Proceedings of the Computing in Cardiology, CinC 2014, 2014

Point Process Heartbeat Dynamics Assessment of Neurocardiogenic Syncope in Children.

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Digna M. González-Otero

Proceedings of the Computing in Cardiology, CinC 2014, 2014

Lower Instantaneous Entropy of Heartbeat Dynamics Characterizes Cognitive Impairment in Parkinson's Disease.

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Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013

Autonomic Nervous System Dynamics for Mood and Emotional-State Recognition: Wearable Systems, Modeling, and Advanced Biosignal Processing.

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PhD thesis, 2013

Point-Process Nonlinear Models With Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics.

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IEEE Trans. Signal Process., 2013

Eye gaze patterns in emotional pictures.

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J. Ambient Intell. Humaniz. Comput., 2013

Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives.

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Artif. Intell. Medicine, 2013

Novel Spiking Neuron-Astrocyte Networks based on nonlinear transistor-like models of tripartite synapses.

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Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A nonlinear heartbeat dynamics model approach for personalized emotion recognition.

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Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models.

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Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Quantitative EEG analysis in minimally conscious state patients during postural changes.

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Maria Chiara Carboncini

Alessandra Virgillito

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Increased Instability of Heartbeat Dynamics in Parkinson's Disease.

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Proceedings of the Computing in Cardiology, 2013

2012

Oscillations of Heart Rate and Respiration Synchronize During Affective Visual Stimulation.

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IEEE Trans. Inf. Technol. Biomed., 2012

The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition.

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IEEE Trans. Affect. Comput., 2012

A novel EDA glove based on textile-integrated electrodes for affective computing.

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Medical Biol. Eng. Comput., 2012

Speech analysis for mood state characterization in bipolar patients.

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Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Using Laguerre expansion within point-process models of heartbeat dynamics: A comparative study.

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Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

On the deconvolution analysis of electrodermal activity in bipolar patients.

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Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent.

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Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents.

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Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

A neuron-astrocyte transistor-like model for neuromorphic dressed neurons.

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Danilo De Rossi

Neural Networks, 2011

Robust multiple cardiac arrhythmia detection through bispectrum analysis.

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C. Mancuso

Expert Syst. Appl., 2011

Eye tracking and pupil size variation as response to affective stimuli: A preliminary study.

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Antonio Armato

Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011

EEG complexity drug-induced changes in disorders of consciousness: A preliminary report.

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Maria Chiara Carboncini

Alessandra Virgillito

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

A pervasive activity management and rehabilitation support system for the elderly.

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Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010

2009

An FPGA Based Arrhythmia Recognition System for Wearable Applications.

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Danilo De Rossi

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

2007

An Artificial Neural Network approach for Haptic Discrimination in Minimally Invasive Surgery.

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