An Artificial Neural Network approach for Haptic Discrimination in Minimally Invasive Surgery. - Nicola Sgambelluri; Gaetano Valenza; Marcello Ferro; Giovanni Pioggia; Enzo Pasquale Scilingo; Danilo De Rossi; Antonio Bicchi (RO-MAN, 2007)

An FPGA Based Arrhythmia Recognition System for Wearable Applications. - Antonio Armato; Elena Nardini 002; Antonio Lanatà; Gaetano Valenza; C. Mancuso; Enzo Pasquale Scilingo; Danilo De Rossi (ISDA, 2009)

A pervasive activity management and rehabilitation support system for the elderly. - Giovanni Pioggia; Gennaro Tartarisco; Gaetano Valenza; Giulia Ricci; Leda Volpi; Gabriele Siciliano; Silvio Bonfiglio (PerCom Workshops, 2010)

EEG complexity drug-induced changes in disorders of consciousness: A preliminary report. - Gaetano Valenza; Maria Chiara Carboncini; Alessandra Virgillito; I. Creatini; Luca Bonfiglio; Bruno Rossi 002; Antonio Lanatà; Enzo Pasquale Scilingo (EMBC, 2011)

Eye tracking and pupil size variation as response to affective stimuli: A preliminary study. - Antonio Lanatà; Antonio Armato; Gaetano Valenza; Enzo Pasquale Scilingo (PervasiveHealth, 2011)

Robust multiple cardiac arrhythmia detection through bispectrum analysis. - Antonio Lanatà; Gaetano Valenza; C. Mancuso; Enzo Pasquale Scilingo (Expert Syst. Appl., 2011)

A neuron-astrocyte transistor-like model for neuromorphic dressed neurons. - Gaetano Valenza; Giovanni Pioggia; Antonio Armato; Marcello Ferro; Enzo Pasquale Scilingo; Danilo De Rossi (Neural Networks, 2011)

Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents. - Luca Citi; Gaetano Valenza; Riccardo Barbieri (EMBC, 2012)

Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent. - Luca Citi; Gaetano Valenza; Patrick L. Purdon; Emery N. Brown; Riccardo Barbieri (EMBC, 2012)

On the deconvolution analysis of electrodermal activity in bipolar patients. - Alberto Greco 001; Antonio Lanatà; Gaetano Valenza; Giuseppina Rota; Nicola Vanello; Enzo Pasquale Scilingo (EMBC, 2012)

Using Laguerre expansion within point-process models of heartbeat dynamics: A comparative study. - Gaetano Valenza; Luca Citi; Enzo Pasquale Scilingo; Riccardo Barbieri (EMBC, 2012)

Speech analysis for mood state characterization in bipolar patients. - Nicola Vanello; Andrea Guidi; Claudio Gentili; Sandra Werner; Gilles Bertschy; Gaetano Valenza; Antonio Lanatà; Enzo Pasquale Scilingo (EMBC, 2012)

A novel EDA glove based on textile-integrated electrodes for affective computing. - Antonio Lanatà; Gaetano Valenza; Enzo Pasquale Scilingo (Medical Biol. Eng. Comput., 2012)

The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition. - Gaetano Valenza; Antonio Lanatà; Enzo Pasquale Scilingo (IEEE Trans. Affect. Comput., 2012)

Oscillations of Heart Rate and Respiration Synchronize During Affective Visual Stimulation. - Gaetano Valenza; Antonio Lanatà; Enzo Pasquale Scilingo (IEEE Trans. Inf. Technol. Biomed., 2012)

Increased Instability of Heartbeat Dynamics in Parkinson's Disease. - Riccardo Barbieri; Luca Citi; Gaetano Valenza; Maria Guerrisi; Stefano Orsolini; Carlo Tessa; Stefano Diciotti; Nicola Toschi (CinC, 2013)

Quantitative EEG analysis in minimally conscious state patients during postural changes. - Alberto Greco 001; Maria Chiara Carboncini; Alessandra Virgillito; Antonio Lanatà; Gaetano Valenza; Enzo Pasquale Scilingo (EMBC, 2013)

Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models. - Gaetano Valenza; Luca Citi; Riccardo Barbieri (EMBC, 2013)

A nonlinear heartbeat dynamics model approach for personalized emotion recognition. - Gaetano Valenza; Luca Citi; Antonio Lanatà; Enzo Pasquale Scilingo; Riccardo Barbieri (EMBC, 2013)

Novel Spiking Neuron-Astrocyte Networks based on nonlinear transistor-like models of tripartite synapses. - Gaetano Valenza; Luciano Tedesco; Antonio Lanatà; Danilo De Rossi; Enzo Pasquale Scilingo (EMBC, 2013)

Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives. - Gaetano Valenza; Claudio Gentili; Antonio Lanatà; Enzo Pasquale Scilingo (Artif. Intell. Medicine, 2013)

Eye gaze patterns in emotional pictures. - Antonio Lanatà; Gaetano Valenza; Enzo Pasquale Scilingo (J. Ambient Intell. Humaniz. Comput., 2013)

Point-Process Nonlinear Models With Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics. - Gaetano Valenza; Luca Citi; Enzo Pasquale Scilingo; Riccardo Barbieri (IEEE Trans. Signal Process., 2013)

Autonomic Nervous System Dynamics for Mood and Emotional-State Recognition: Wearable Systems, Modeling, and Advanced Biosignal Processing. - Gaetano Valenza (2013)

Lower Instantaneous Entropy of Heartbeat Dynamics Characterizes Cognitive Impairment in Parkinson's Disease. - Riccardo Barbieri; Gaetano Valenza; Luca Citi; Maria Guerrisi; Stefano Orsolini; Carlo Tessa; Stefano Diciotti; Nicola Toschi (CinC, 2014)

Point Process Heartbeat Dynamics Assessment of Neurocardiogenic Syncope in Children. - Digna M. González-Otero; Ronald G. García; Gaetano Valenza; Laura M. Reyes; Riccardo Barbieri (CinC, 2014)

Assessment of Dynamic Autonomic Changes with Posture using Instantaneous Entropy Measures. - Gaetano Valenza; Luca Citi; Enzo Pasquale Scilingo; Riccardo Barbieri (CinC, 2014)

Electrodermal activity processing: A convex optimization approach. - Alberto Greco 001; Antonio Lanatà; Gaetano Valenza; Enzo Pasquale Scilingo; Luca Citi (EMBC, 2014)

Temporal trends of neuro-autonomic complexity during severe episodes of bipolar disorders. - Mimma Nardelli; Gaetano Valenza; Claudio Gentili; Antonio Lanatà; Enzo Pasquale Scilingo (EMBC, 2014)

Assessment of gait nonlinear dynamics by inhomogeneous point-process models. - Gaetano Valenza; Luca Citi; Riccardo Barbieri (EMBC, 2014)

Tracking instantaneous entropy in heartbeat dynamics through inhomogeneous point-process nonlinear models. - Gaetano Valenza; Luca Citi; Enzo Pasquale Scilingo; Riccardo Barbieri (EMBC, 2014)

Maximal-radius multiscale entropy of cardiovascular variability: A promising biomarker of pathological mood states in bipolar disorders. - Gaetano Valenza; Mimma Nardelli; Gilles Bertschy; Antonio Lanatà; Riccardo Barbieri; Enzo Pasquale Scilingo (EMBC, 2014)

Assessing real-time RR-QT frequency-domain measures of coupling and causality through inhomogeneous point-process bivariate models. - Gaetano Valenza; Michele Orini; Luca Citi; Ana Mincholé; Esther Pueyo; Pablo Laguna; Riccardo Barbieri (EMBC, 2014)

Decoding underlying brain activities in time and frequency domains through complex independent component analysis of EEG signals. - Gaetano Valenza; Nicola Vanello; Matteo Milanesi; Enzo Pasquale Scilingo; Luigi Landini (EMBC, 2014)

Design and preliminary affective characterization of a novel fabric-based tactile display. - Matteo Bianchi 002; Gaetano Valenza; Alessandro Serio; Antonio Lanatà; Alberto Greco 001; Mimma Nardelli; Enzo Pasquale Scilingo; Antonio Bicchi (HAPTICS, 2014)

A pattern recognition approach based on electrodermal response for pathological mood identification in bipolar disorders. - Antonio Lanatà; Alberto Greco 001; Gaetano Valenza; Enzo Pasquale Scilingo (ICASSP, 2014)

Electrodermal Activity in Bipolar Patients during Affective Elicitation. - Alberto Greco 001; Gaetano Valenza; Antonio Lanatà; Giuseppina Rota; Enzo Pasquale Scilingo (IEEE J. Biomed. Health Informatics, 2014)

Wearable Monitoring for Mood Recognition in Bipolar Disorder Based on History-Dependent Long-Term Heart Rate Variability Analysis. - Gaetano Valenza; Mimma Nardelli; Antonio Lanatà; Claudio Gentili; Gilles Bertschy; Rita Paradiso; Enzo Pasquale Scilingo (IEEE J. Biomed. Health Informatics, 2014)

Lower Instantaneous Entropy of Heartbeat Dynamics during Seizures in Untreated Temporal Lobe Epilepsy. - Riccardo Barbieri; Gaetano Valenza; Luca Citi; Fabio Placidi; Francesca Izzi; Maria Albanese; Maria Grazia Marciani; Maria Guerrisi; Andrea Romigi; Nicola Toschi (CinC, 2015)

Instantaneous Bispectral Analysis of Heartbeat Dynamics for the Assessment of Major Depression. - Ronald G. García; Gaetano Valenza; Carlos Tomaz; Riccardo Barbieri (CinC, 2015)

Changes in Instantaneous Complex Dynamics during Exercise in Chronic Mountain Sickness. - Gaetano Valenza; Francesco Faita; Lorenza Pratali; Nicola Vanello; Antonio Lanatà; Riccardo Barbieri; Enzo Pasquale Scilingo (CinC, 2015)

Predicting Mood Changes in Bipolar Disorder through Heartbeat Nonlinear Dynamics: a Preliminary Study. - Gaetano Valenza; Mimma Nardelli; Gilles Bertschy; Claudio Gentili; Antonio Lanatà; Enzo Pasquale Scilingo (CinC, 2015)

Electrodermal activity analysis during affective haptic elicitation. - Alberto Greco 001; Gaetano Valenza; Mimma Nardelli; Matteo Bianchi 002; Antonio Lanatà; Enzo Pasquale Scilingo (EMBC, 2015)

Removing movement artifacts from equine ECG recordings acquired with textile electrodes. - Antonio Lanatà; Andrea Guidi; Paolo Baragli; Rita Paradiso; Gaetano Valenza; Enzo Pasquale Scilingo (EMBC, 2015)

On the tridimensional estimation of the gaze point by a stereoscopic wearable eye tracker. - Antonio Lanatà; Alberto Greco 001; Gaetano Valenza; Enzo Pasquale Scilingo (EMBC, 2015)

Gender-specific velocity recognition of caress-like stimuli through nonlinear analysis of Heart Rate Variability. - Mimma Nardelli; Gaetano Valenza; Matteo Bianchi 002; Alberto Greco 001; Antonio Lanatà; Antonio Bicchi; Enzo Pasquale Scilingo (EMBC, 2015)

Arousal recognition system based on heartbeat dynamics during auditory elicitation. - Mimma Nardelli; Gaetano Valenza; Alberto Greco 001; Antonio Lanatà; Enzo Pasquale Scilingo (EMBC, 2015)

Instantaneous transfer entropy for the study of cardio-respiratory dynamics. - Gaetano Valenza; Luca Faes; Luca Citi; Michele Orini; Riccardo Barbieri (EMBC, 2015)

Electroencephalographic spectral correlates of caress-like affective haptic stimuli. - Gaetano Valenza; Alberto Greco 001; Mimma Nardelli; Matteo Bianchi 002; Antonio Lanatà; Simone Rossi 002; Enzo Pasquale Scilingo (EMBC, 2015)

Point-process high-resolution representations of heartbeat dynamics for multiscale analysis: A CHF survivor prediction study. - Gaetano Valenza; Herwig Wendt; Ken Kiyono; Junichiro Hayano; Eiichi Watanabe; Yoshiharu Yamamoto; Patrice Abry; Riccardo Barbieri (EMBC, 2015)

Characterizing Psychological Dimensions in Non-Pathological Subjects through Autonomic Nervous System Dynamics. - Mimma Nardelli; Gaetano Valenza; Ioana Cristea; Claudio Gentili; Carmen Cotet; Daniel O. David; Antonio Lanatà; Enzo Pasquale Scilingo (Frontiers Comput. Neurosci., 2015)

Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability. - Mimma Nardelli; Gaetano Valenza; Alberto Greco 001; Antonio Lanatà; Enzo Pasquale Scilingo (IEEE Trans. Affect. Comput., 2015)

Complexity Index From a Personalized Wearable Monitoring System for Assessing Remission in Mental Health. - Antonio Lanatà; Gaetano Valenza; Mimma Nardelli; Claudio Gentili; Enzo Pasquale Scilingo (IEEE J. Biomed. Health Informatics, 2015)

Characterization of Depressive States in Bipolar Patients Using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment. - Gaetano Valenza; Luca Citi; Claudio Gentili; Antonio Lanatà; Enzo Pasquale Scilingo; Riccardo Barbieri (IEEE J. Biomed. Health Informatics, 2015)

How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving. - Antonio Lanatà; Gaetano Valenza; Alberto Greco 001; Claudio Gentili; Riccardo Bartolozzi; Francesco Bucchi; Francesco Frendo; Enzo Pasquale Scilingo (IEEE Trans. Intell. Transp. Syst., 2015)

Reconstructing multivariate causal structure between functional brain networks through a Laguerre-Volterra based Granger causality approach. - Andrea Duggento; Gaetano Valenza; Luca Passamonti; Maria Guerrisi; Riccardo Barbieri; Nicola Toschi (EMBC, 2016)

Gender-specific automatic valence recognition of affective olfactory stimulation through the analysis of the electrodermal activity. - Alberto Greco 001; Antonio Lanatà; Gaetano Valenza; Fabio Di Francesco; Enzo Pasquale Scilingo (EMBC, 2016)

Investigating mechanical properties of a fabric-based affective haptic display through electrodermal activity analysis. - Alberto Greco 001; Gaetano Valenza; Enzo Pasquale Scilingo (EMBC, 2016)

Valence-dependent changes in visual arousing elicitation: An exploratory study in EEG gamma oscillations. - Alberto Greco 001; Gaetano Valenza; Enzo Pasquale Scilingo (EMBC, 2016)

Automatic recognition of pleasant content of odours through ElectroEncephaloGraphic activity analysis. - Antonio Lanatà; Andrea Guidi; Alberto Greco 001; Gaetano Valenza; Fabio Di Francesco; Enzo Pasquale Scilingo (EMBC, 2016)

Quantitative heartbeat coupling measures in human-horse interaction. - Antonio Lanatà; Andrea Guidi; Gaetano Valenza; Paolo Baragli; Enzo Pasquale Scilingo (EMBC, 2016)

Exploratory analysis of nonlinear coupling between EEG global field power and end-tidal carbon dioxide in free breathing and breath-hold tasks. - Maria Sole Morelli; Gaetano Valenza; Alberto Greco 001; Alberto Giannoni; Claudio Passino; Michele Emdin; Enzo Pasquale Scilingo; Nicola Vanello (EMBC, 2016)

On the pleasantness of a haptic stimulation: How different textures can be recognized through heart rate variability nonlinear analysis. - Mimma Nardelli; Alberto Greco 001; Matteo Bianchi 002; Enzo Pasquale Scilingo; Gaetano Valenza (EMBC, 2016)

Disentanglement of sympathetic and parasympathetic activity by instantaneous analysis of human heartbeat dynamics. - Gaetano Valenza; Luca Citi; Riccardo Barbieri (EMBC, 2016)

Brain-heart linear and nonlinear dynamics during visual emotional elicitation in healthy subjects. - Gaetano Valenza; Alberto Greco 001; Claudio Gentili; Antonio Lanatà; Nicola Toschi; Riccardo Barbieri; Laura Sebastiani; Danilo Menicucci; Angelo Gemignani; Enzo Pasquale Scilingo (EMBC, 2016)

Predicting seizures in untreated temporal lobe epilepsy using point-process nonlinear models of heartbeat dynamics. - Gaetano Valenza; Andrea Romigi; Luca Citi; Fabio Placidi; Francesca Izzi; Maria Albanese; Enzo Pasquale Scilingo; Maria Grazia Marciani; Andrea Duggento; Maria Guerrisi; Nicola Toschi; Riccardo Barbieri (EMBC, 2016)

Stochastic modeling of spontaneous bursting activity to simulate neural responses of in-vitro networks on multielectrode arrays. - Gaetano Valenza; Gianluca Vannucci; Enzo Wanke; Enzo Pasquale Scilingo (EMBC, 2016)

Towards a novel generation of haptic and robotic interfaces: Integrating affective physiology in human-robot interaction. - Matteo Bianchi 002; Gaetano Valenza; Alberto Greco 001; Mimma Nardelli; Edoardo Battaglia; Antonio Bicchi; Enzo Pasquale Scilingo (RO-MAN, 2016)

Assessment of spontaneous cardiovascular oscillations in Parkinson's disease. - Gaetano Valenza; Stefano Orsolini; Stefano Diciotti; Luca Citi; Enzo Pasquale Scilingo; Maria Guerrisi; Sabrina Danti; Claudio Lucetti; Carlo Tessa; Riccardo Barbieri; Nicola Toschi (Biomed. Signal Process. Control., 2016)

cvxEDA: A Convex Optimization Approach to Electrodermal Activity Processing. - Alberto Greco 001; Gaetano Valenza; Antonio Lanatà; Enzo Pasquale Scilingo; Luca Citi (IEEE Trans. Biomed. Eng., 2016)

Guest Editorial Sensor Informatics for Managing Mental Health. - Gaetano Valenza; Vladimir Carli; Antonio Lanatà; Wei Chen 015; Roozbeh Jafari; Enzo Pasquale Scilingo (IEEE J. Biomed. Health Informatics, 2016)

Predicting Mood Changes in Bipolar Disorder Through Heartbeat Nonlinear Dynamics. - Gaetano Valenza; Mimma Nardelli; Antonio Lanatà; Claudio Gentili; Gilles Bertschy; Markus Kosel; Enzo Pasquale Scilingo (IEEE J. Biomed. Health Informatics, 2016)

Exploiting Physiological Sensors and Biosignal Processing to Enhance Monitoring Care in Mental Health. - Gaetano Valenza; Enzo Pasquale Scilingo (Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017)

Effects of Respiratory-Gated Auricular Vagal Nerve Stimulation (RAVANS) on Nonlinear Heartbeat Dynamics of Hypertensive Patients. - Ronald G. García; Roberta Sclocco; Aileen Gabriel; Gaetano Valenza; Vitaly Napadow; Riccardo Barbieri (CinC, 2017)

Instantaneous Assessment of Hedonic Olfactory Perception Using Heartbeat Nonlinear Dynamics: a Preliminary Study. - Alberto Greco 001; Mimma Nardelli; Antonio Lanatà; Maria Sole Morelli; Fabio Di Francesco; Enzo Pasquale Scilingo; Riccardo Barbieri; Gaetano Valenza (CinC, 2017)

Estimating directed brain-brain and brain-heart connectivity through globally conditioned Granger causality approaches. - Andrea Duggento; Luca Passamonti; Maria Guerrisi; Gaetano Valenza; Riccardo Barbieri; Nicola Toschi (EMBC, 2017)

Causal brain-heart information transfer during visual emotional elicitation in healthy subjects: Preliminary evaluations and future perspectives. - Luca Faes; Alberto Greco 001; Antonio Lanatà; Riccardo Barbieri; Enzo Pasquale Scilingo; Gaetano Valenza (EMBC, 2017)

Nonlinear analysis of heart rate variability for the assessment of Dysphoria. - Alberto Greco 001; Simone Messerotti Benvenuti; Claudio Gentili; Daniela Palomba; Gaetano Valenza; Enzo Pasquale Scilingo (EMBC, 2017)

Muscle fatigue assessment through electrodermal activity analysis during isometric contraction. - Alberto Greco 001; Andrea Guidi; Federica Felici; Andrea Leo; Emiliano Ricciardi; Matteo Bianchi 002; Antonio Bicchi; Luca Citi; Gaetano Valenza; Enzo Pasquale Scilingo (EMBC, 2017)

Heart rate variability analysis during muscle fatigue due to prolonged isometric contraction. - Andrea Guidi; Alberto Greco 001; Federica Felici; Andrea Leo; Emiliano Ricciardi; Matteo Bianchi 002; Antonio Bicchi; Gaetano Valenza; Enzo Pasquale Scilingo (EMBC, 2017)

Monitoring voluntary blink magnitude through a wearable eye-tracking system: A preliminary study. - Antonio Lanatà; Andrea Guidi; Alberto Greco 001; Gaetano Valenza; Enzo Pasquale Scilingo (EMBC, 2017)

The role of nonlinear coupling in Human-Horse Interaction: A preliminary study. - Antonio Lanatà; Andrea Guidi; Gaetano Valenza; Paolo Baragli; Enzo Pasquale Scilingo (EMBC, 2017)

Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems. - Xinyang Li; Riccardo Poli; Gaetano Valenza; Enzo Pasquale Scilingo; Luca Citi (EMBC, 2017)

Investigation of Lagged Poincaré Plot reliability in ultra-short synthetic and experimental Heart Rate Variability series. - Mimma Nardelli; Alberto Greco 001; Juan Bolea; Gaetano Valenza; Enzo Pasquale Scilingo; Raquel Bailón (EMBC, 2017)

A novel Heart Rate Variability analysis using Lagged Poincaré plot: A study on hedonic visual elicitation. - Mimma Nardelli; Alberto Greco 001; Gaetano Valenza; Antonio Lanatà; Raquel Bailón; Enzo Pasquale Scilingo (EMBC, 2017)

Characterization of doctor-patient communication using heartbeat nonlinear dynamics: A preliminary study using Lagged Poincaré Plots. - Mimma Nardelli; Lidia Del Piccolo; Olivia Purnima Danzi; Cinzia Perlini; Federico Tedeschi; Alberto Greco 001; Enzo Pasquale Scilingo; Gaetano Valenza (EMBC, 2017)

Resting-state brain correlates of instantaneous autonomic outflow. - Gaetano Valenza; Andrea Duggento; Luca Passamonti; Stefano Diciotti; Carlo Tessa; Riccardo Barbieri; Nicola Toschi (EMBC, 2017)

Resting-state brain correlates of cardiovascular complexity. - Gaetano Valenza; Andrea Duggento; Luca Passamonti; Stefano Diciotti; Carlo Tessa; Nicola Toschi; Riccardo Barbieri (EMBC, 2017)

Validation of instantaneous bispectral high-frequency power of heartbeat dynamics as a marker of cardiac vagal activity. - Gaetano Valenza; Alberto Greco 001; Enzo Pasquale Scilingo; Riccardo Barbieri (EMBC, 2017)

Assessment of instantaneous cardiovascular dynamics from video plethysmography. - Gaetano Valenza; Luca Iozzia; Luca Cerina; Luca T. Mainardi; Riccardo Barbieri (EMBC, 2017)

Multiscale properties of instantaneous parasympathetic activity in severe congestive heart failure: A survivor vs non-survivor study. - Gaetano Valenza; Herwig Wendt; Ken Kiyono; Junichiro Hayano; Eiichi Watanabe; Yoshiharu Yamamoto; Patrice Abry; Riccardo Barbieri (EMBC, 2017)

Recognition of affective haptic stimuli conveyed by different fabrics sing EEG-based sparse SVM. - Alberto Greco 001; Mimma Nardelli; Matteo Bianchi 002; Gaetano Valenza; Enzo Pasquale Scilingo (RTSI, 2017)

On the Role of Affective Properties in Hedonic and Discriminant Haptic Systems. - Matteo Bianchi 002; Gaetano Valenza; Antonio Lanatà; Alberto Greco 001; Mimma Nardelli; Antonio Bicchi; Enzo Pasquale Scilingo (Int. J. Soc. Robotics, 2017)

Force-Velocity Assessment of Caress-Like Stimuli Through the Electrodermal Activity Processing: Advantages of a Convex Optimization Approach. - Alberto Greco 001; Gaetano Valenza; Mimma Nardelli; Matteo Bianchi 002; Luca Citi; Enzo Pasquale Scilingo (IEEE Trans. Hum. Mach. Syst., 2017)

Inhomogeneous Heart Rate Variability Spectral Complexity: A Preliminary Evaluation With Gravitational Stimuli Under Selective Autonomic Blockade. - Juan Bolea; Gaetano Valenza; Raquel Bailón; Esther Pueyo; Riccardo Barbieri (CinC, 2018)

Investigating Phasic Activity of Time-Varying High-Order Spectra: A Heartbeat Dynamics Study During Cold-Pressure Test. - Shadi Ghiasi; Alberto Greco 001; Mimma Nardelli; Vincenzo Catrambone; Riccardo Barbieri; Enzo Pasquale Scilingo; Gaetano Valenza (CinC, 2018)

ECG-Derived Sympathetic and Parasympathetic Nervous System Dynamics: A Congestive Heart Failure Study. - Gaetano Valenza; Luca Citi; Philip Saul; Riccardo Barbieri (CinC, 2018)

EEG Complexity Maps to Characterise Brain Dynamics during Upper Limb Motor Imagery. - Vincenzo Catrambone; Alberto Greco 001; Giuseppe Averta; Matteo Bianchi 002; Antonio Bicchi; Enzo Pasquale Scilingo; Gaetano Valenza (EMBC, 2018)

EEG Processing to Discriminate Transitive-Intransitive Motor Imagery Tasks: Preliminary Evidences using Support Vector Machines. - Vincenzo Catrambone; Alberto Greco 001; Giuseppe Averta; Matteo Bianchi 002; Nicola Vanello; Antonio Bicchi; Gaetano Valenza; Enzo Pasquale Scilingo (EMBC, 2018)

A new Modelling Framework to Study Time-Varying Directional Brain-Heart Interactions: Preliminary Evaluations and Perspectives. - Vincenzo Catrambone; Alberto Greco 001; Mimma Nardelli; Shadi Ghiasi; Nicola Vanello; Enzo Pasquale Scilingo; Gaetano Valenza (EMBC, 2018)

A New Sympathovagal Balance Index from Electrodermal Activity and Instantaneous Vagal Dynamics: A Preliminary Cold Pressor Study. - Shadi Ghiasi; Alberto Greco 001; Mimma Nardelli; Vincenzo Catrambone; Riccardo Barbieri; Enzo Pasquale Scilingo; Gaetano Valenza (EMBC, 2018)

EEG Hyperconnectivity Study on Saxophone Quartet Playing in Ensemble. - Alberto Greco 001; Danilo Spada; Simone Rossi 002; Daniela Perani; Gaetano Valenza; Enzo Pasquale Scilingo (EMBC, 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. - Antonio Lanatà; Mimma Nardelli; Gaetano Valenza; Paolo Baragli; Biagio D'Aniello; Alessandra Alterisio; Anna Scandurra; Gün Refik Semin; Enzo Pasquale Scilingo (EMBC, 2018)

A Multiclass Arousal Recognition using HRV Nonlinear Analysis and Affective Images. - Mimma Nardelli; Alberto Greco 001; Gaetano Valenza; Antonio Lanatà; Raquel Bailón; Enzo Pasquale Scilingo (EMBC, 2018)

Real-time Evaluation of ECG Acquisition Systems through Signal Quality Assessment in Horses during Submaximal Treadmill Test. - Mimma Nardelli; Antonio Lanatà; Gaetano Valenza; Micaela Sgorbini; Paolo Baragli; Enzo Pasquale Scilingo (EMBC, 2018)

ECG-Derived Sympathetic and Parasympathetic Activity in the Healthy: an Early Lower-Body Negative Pressure Study Using Adaptive Kalman Prediction. - Gaetano Valenza; Luca Citi; Vegard Bruun Wyller; Riccardo Barbieri (EMBC, 2018)

Refined Generalized Multivariate Multiscale Fuzzy Entropy: A Preliminary Study on Multichannel Physiological Complexity During Postural Changes. - Mimma Nardelli; Enzo Pasquale Scilingo; Gaetano Valenza (EUSIPCO, 2018)

Simplifying Telerobotics: Wearability and Teleimpedance Improves Human-Robot Interactions in Teleoperation. - Simone Fani; Simone Ciotti; Manuel G. Catalano; Giorgio Grioli; Alessandro Tognetti; Gaetano Valenza; Arash Ajoudani; Matteo Bianchi 002 (IEEE Robotics Autom. Mag., 2018)

Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardiorespiratory Nonstationary Dynamics. - Gaetano Valenza; Luca Faes; Luca Citi; Michele Orini; Riccardo Barbieri (IEEE Trans. Biomed. Eng., 2018)

Mortality Prediction in Severe Congestive Heart Failure Patients With Multifractal Point-Process Modeling of Heartbeat Dynamics. - Gaetano Valenza; Herwig Wendt; Ken Kiyono; Junichiro Hayano; Eiichi Watanabe; Yoshiharu Yamamoto; Patrice Abry; Riccardo Barbieri (IEEE Trans. Biomed. Eng., 2018)

Reliability of Lagged Poincaré Plot Parameters in Ultrashort Heart Rate Variability Series: Application on Affective Sounds. - Mimma Nardelli; Alberto Greco 001; Juan Bolea; Gaetano Valenza; Enzo Pasquale Scilingo; Raquel Bailón (IEEE J. Biomed. Health Informatics, 2018)

Wavelet p-Leader Non-Gaussian Multiscale Expansions for EEG series: an Exploratory Study on Cold-Pressor Test. - Vincenzo Catrambone; Gaetano Valenza; Enzo Pasquale Scilingo; Nicola Vanello; Herwig Wendt; Riccardo Barbieri; Patrice Abry (EMBC, 2019)

Heartbeat Dynamics Analysis under Cold-Pressure Test using Wavelet p-Leader Non-Gaussian Multiscale Expansions. - Vincenzo Catrambone; Herwig Wendt; Enzo Pasquale Scilingo; Riccardo Barbieri; Patrice Abry; Gaetano Valenza (EMBC, 2019)

Quantification of Different Regulatory Pathways Contributing to Heartbeat Dynamics during Multiple Stimuli: a Proof of the Concept. - Shadi Ghiasi; Alberto Greco 001; Luca Faes; Michal Javorka; Riccardo Barbieri; Enzo Pasquale Scilingo; Gaetano Valenza (EMBC, 2019)

The Role of Haptic Stimuli on Affective Reading: a Pilot Study. - Shadi Ghiasi; Gaetano Valenza; Maria Sole Morelli; Matteo Bianchi 002; Enzo Pasquale Scilingo; Alberto Greco 001 (EMBC, 2019)

Effect of yoga on pulse rate variability measured from a venous pressure waveform. - David Hernando; Mimma Nardelli; Kyle Hocking; Jesús Lázaro 002; Bret Alvis; Eduardo Gil; Enzo Pasquale Scilingo; Daniel R. Brophy; Gaetano Valenza; Pablo Laguna; Colleen Brophy; Raquel Bailón (EMBC, 2019)

The Complexity of Dreams: a Multiscale Entropy Study on Cardiovascular Variability Series. - Mimma Nardelli; Ugo Faraguna; G. Grandi; R. M. Bruno; Gaetano Valenza; Enzo Pasquale Scilingo (EMBC, 2019)

A functional analysis-based approach to quantify upper limb impairment level in chronic stroke patients: a pilot study. - Anne Schwarz; Giuseppe Averta; Janne M. Veerbeek; Andreas R. Luft; Jeremia P. O. Held; Gaetano Valenza; Antonio Bicchi; Matteo Bianchi 002 (EMBC, 2019)

Resting State Neural Correlates of Cardiac Sympathetic Dynamics in Healthy Subjects. - Gaetano Valenza; Andrea Duggento; Luca Passamonti; Nicola Toschi; Riccardo Barbieri (EMBC, 2019)

Assessment of muscle fatigue during isometric contraction using autonomic nervous system correlates. - Alberto Greco 001; Gaetano Valenza; Antonio Bicchi; Matteo Bianchi 002; Enzo Pasquale Scilingo (Biomed. Signal Process. Control., 2019)

Functional Linear and Nonlinear Brain-Heart Interplay during Emotional Video Elicitation: A Maximum Information Coefficient Study. - Vincenzo Catrambone; Alberto Greco 001; Enzo Pasquale Scilingo; Gaetano Valenza (Entropy, 2019)

A Parsimonious Granger Causality Formulation for Capturing Arbitrarily Long Multivariate Associations. - Andrea Duggento; Gaetano Valenza; Luca Passamonti; Salvatore Nigro; Maria Giovanna Bianco; Maria Guerrisi; Riccardo Barbieri; Nicola Toschi (Entropy, 2019)

Cardiovascular assessment of supportive doctor-patient communication using multi-scale and multi-lag analysis of heartbeat dynamics. - Mimma Nardelli; Alberto Greco 001; Olivia Purnima Danzi; Cinzia Perlini; Federico Tedeschi; Enzo Pasquale Scilingo; Lidia Del Piccolo; Gaetano Valenza (Medical Biol. Eng. Comput., 2019)

The central autonomic network at rest: Uncovering functional MRI correlates of time-varying autonomic outflow. - Gaetano Valenza; Roberta Sclocco; Andrea Duggento; Luca Passamonti; Vitaly Napadow; Riccardo Barbieri; Nicola Toschi (NeuroImage, 2019)

Brain Dynamics Induced by Pleasant/Unpleasant Tactile Stimuli Conveyed by Different Fabrics. - Alberto Greco 001; Andrea Guidi; Matteo Bianchi 002; Antonio Lanatà; Gaetano Valenza; Enzo Pasquale Scilingo (IEEE J. Biomed. Health Informatics, 2019)

Validation of Sympathetic Activity Index From Heart Rate Variability series: A Preliminary Muscle Sympathetic Nerve Activity Study. - Gaetano Valenza; Francesco Faita; Luca Citi; J. Philip Saul; R. M. Bruno; Riccardo Barbieri (CinC, 2020)

Methodological Considerations on EEG Electrical Reference: A Functional Brain-Heart Interplay Study. - Diego Candia-Rivera; Vincenzo Catrambone; Gaetano Valenza (EMBC, 2020)

Quantifying Functional Links between Brain and Heartbeat Dynamics in the Multifractal Domain: a Preliminary Analysis. - Vincenzo Catrambone; Herwig Wendt; Riccardo Barbieri; Patrice Abry; Gaetano Valenza (EMBC, 2020)

Complexity Analysis on Functional-Near Infrared Spectroscopy Time Series: a Preliminary Study on Mental Arithmetic. - Ameer Ghouse; Mimma Nardelli; Vincenzo Catrambone; Gaetano Valenza (EMBC, 2020)

Intrinsic Complexity of Sympathetic and Parasympathetic Dynamics from HRV series: a Preliminary Study on Postural Changes. - Mimma Nardelli; Luca Citi; Riccardo Barbieri; Gaetano Valenza (EMBC, 2020)

An Inhomogeneous Point-process Model for the Assessment of the Brain-to-Heart Functional Interplay: a Pilot Study. - Alireza Talebi; Vincenzo Catrambone; Riccardo Barbieri; Gaetano Valenza (EMBC, 2020)

A tool for the real-time evaluation of ECG signal quality and activity: Application to submaximal treadmill test in horses. - Mimma Nardelli; Antonio Lanatà; Gaetano Valenza; Martina Felici; Paolo Baragli; Enzo Pasquale Scilingo (Biomed. Signal Process. Control., 2020)

Assessing Complexity in Physiological Systems through Biomedical Signals Analysis. - Paolo Castiglioni; Luca Faes; Gaetano Valenza (Entropy, 2020)

fNIRS Complexity Analysis for the Assessment of Motor Imagery and Mental Arithmetic Tasks. - Ameer Ghouse; Mimma Nardelli; Gaetano Valenza (Entropy, 2020)

Quantifying the lagged Poincaré plot geometry of ultrashort heart rate variability series: automatic recognition of odor hedonic tone. - Mimma Nardelli; Gaetano Valenza; Alberto Greco 001; Antonio Lanatà; Enzo Pasquale Scilingo; Raquel Bailón (Medical Biol. Eng. Comput., 2020)

Classifying Affective Haptic Stimuli through Gender-Specific Heart Rate Variability Nonlinear Analysis. - Mimma Nardelli; Alberto Greco 001; Matteo Bianchi 002; Enzo Pasquale Scilingo; Gaetano Valenza (IEEE Trans. Affect. Comput., 2020)

Recognizing motor imagery tasks from EEG oscillations through a novel ensemble-based neural network architecture. - Antonio L. Alfeo; Vincenzo Catrambone; Mario G. C. A. Cimino; Gigliola Vaglini; Gaetano Valenza (EMBC, 2021)

Characterization of upper limb movement-related EEG dynamics through fractional integrated autoregressive modeling. - Laura Cavaliere; Vincenzo Catrambone; Matteo Bianchi 002; Ana Paula Rocha 002; Gaetano Valenza (EMBC, 2021)

Classifying subclinical depression using EEG spectral and connectivity measures. - Shadi Ghiasi; Carola Dell'Acqua; Simone Messerotti Benvenuti; Enzo Pasquale Scilingo; Claudio Gentili; Gaetano Valenza; Alberto Greco 001 (EMBC, 2021)

Quantifying partition-based Kolmogorov-Sinai Entropy on Heart Rate Variability: a young vs. elderly study. - Andrea Scarciglia; Vincenzo Catrambone; Claudio Bonanno; Gaetano Valenza (EMBC, 2021)

Ex-vivo quantitative ultrasound assessment of cartilage degeneration. - Angela Sorriento; Andrea Cafarelli; Gaetano Valenza; Leonardo Ricotti (EMBC, 2021)

Integral pulse frequency modulation model driven by sympathovagal dynamics: Synthetic vs. real heart rate variability. - Diego Candia-Rivera; Vincenzo Catrambone; Riccardo Barbieri; Gaetano Valenza (Biomed. Signal Process. Control., 2021)

Quantifying multidimensional control mechanisms of cardiovascular dynamics during multiple concurrent stressors. - Shadi Ghiasi; Alberto Greco 001; Luca Faes; Michal Javorka; Riccardo Barbieri; Enzo Pasquale Scilingo; Gaetano Valenza (Medical Biol. Eng. Comput., 2021)

Brain Dynamics During Arousal-Dependent Pleasant/Unpleasant Visual Elicitation: An Electroencephalographic Study on the Circumplex Model of Affect. - Alberto Greco 001; Gaetano Valenza; Enzo Pasquale Scilingo (IEEE Trans. Affect. Comput., 2021)

Time-Resolved Brain-to-Heart Probabilistic Information Transfer Estimation Using Inhomogeneous Point-Process Models. - Vincenzo Catrambone; Alireza Talebi; Riccardo Barbieri; Gaetano Valenza (IEEE Trans. Biomed. Eng., 2021)

Inferring Parsimonious Coupling Statistics in Nonlinear Dynamics with Variational Gaussian Processes. - Ameer Ghouse; Gaetano Valenza (COMPLEX NETWORKS (1), 2022)

A new framework for modeling the bidirectional interplay between brain oscillations and cardiac sympathovagal activity. - Diego Candia-Rivera; Vincenzo Catrambone; Riccardo Barbieri; Gaetano Valenza (EMBC, 2022)

Complexity Modulation in functional Brain-Heart Interplay series driven by Emotional Stimuli: an early study using Fuzzy Entropy. - Vincenzo Catrambone; Elisabetta Patron; Claudio Gentili; Gaetano Valenza (EMBC, 2022)

Multivariate Pattern Analysis of Entropy estimates in Fast- and Slow-Wave Functional Near Infrared Spectroscopy: A Preliminary Cognitive Stress study. - Ameer Ghouse; Diego Candia-Rivera; Gaetano Valenza (EMBC, 2022)

Causal Symbolic Information Transfer for the Assessment of functional Brain-Heart Interplay through EEG Microstates Occurrences: a proof-of-concept study. - Davide Manzoni; Vincenzo Catrambone; Gaetano Valenza (EMBC, 2022)

Multiscale partition-based Kolmogorov-Sinai Entropy: a preliminary HRV study on Heart Failure vs. Atrial Fibrillation. - Andrea Scarciglia; Vincenzo Catrambone; Claudio Bonanno; Gaetano Valenza (EMBC, 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. - Yuri De Pra; Vincenzo Catrambone; Virginie van Wassenhove; Gaetano Valenza; Matteo Bianchi 002 (RO-MAN, 2022)

An intertwined neural network model for EEG classification in brain-computer interfaces. - Andrea Duggento; Mario De Lorenzo; Stefano Bargione; Allegra Conti; Vincenzo Catrambone; Gaetano Valenza; Nicola Toschi (CoRR, 2022)

Functional assessment of bidirectional cortical and peripheral neural control on heartbeat dynamics: A brain-heart study on thermal stress. - Diego Candia-Rivera; Vincenzo Catrambone; Riccardo Barbieri; Gaetano Valenza (NeuroImage, 2022)

Cluster permutation analysis for EEG series based on non-parametric Wilcoxon-Mann-Whitney statistical tests. - Diego Candia-Rivera; Gaetano Valenza (SoftwareX, 2022)

Towards the definition of Microstates of the Cortical Brain-Heart Axis. - Vincenzo Catrambone; Gaetano Valenza (EMBC, 2023)

A Unified Framework for Investigating Aperiodic and Periodic Components in the Hearbeat Dynamics Spectrum: a Feasibility Study. - Vincenzo Catrambone; Gaetano Valenza (EMBC, 2023)

Characterization of Physiological Noise in Complex Cardiovascular Variability Series. - Andrea Scarciglia; Vincenzo Catrambone; Claudio Bonanno; Gaetano Valenza (EMBC, 2023)

Virtual Experience Toolkit: Enhancing 3D Scene Virtualization From Real Environments Through Computer Vision and Deep Learning Techniques. - Clara Garcia; Pau Mora; Mario Ortega; Eugenio Ivorra; Gaetano Valenza; Mariano Alcañiz (MetroXRAINE, 2023)

The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence. - Gaetano Valenza; Mariano Alcañiz; Antonio Luca Alfeo; Matteo Bianchi 002; Vladimir Carli; Vincenzo Catrambone; Mario G. C. A. Cimino; Gabriela Dudnik; Andrea Duggento; Matteo Ferrante; Claudio Gentili; Jaime Guixeres; et al. (MetroXRAINE, 2023)

Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks. - Guido Gagliardi; Antonio Luca Alfeo; Vincenzo Catrambone; Mario G. C. A. Cimino; Maarten De Vos; Gaetano Valenza (NER, 2023)

Using Contrastive Learning to Inject Domain-Knowledge Into Neural Networks for Recognizing Emotions. - Guido Gagliardi; Antonio Luca Alfeo; Vincenzo Catrambone; Mario G. C. A. Cimino; Maarten De Vos; Gaetano Valenza (SSCI, 2023)

Improving Emotion Recognition Systems by Exploiting the Spatial Information of EEG Sensors. - Guido Gagliardi; Antonio Luca Alfeo; Vincenzo Catrambone; Diego Candia-Rivera; Mario G. C. A. Cimino; Gaetano Valenza (IEEE Access, 2023)

Estimation of Dynamical Noise Power in Unknown Systems. - Andrea Scarciglia; Fulvio Gini; Vincenzo Catrambone; Claudio Bonanno; Gaetano Valenza (IEEE Signal Process. Lett., 2023)

Acute Stress State Classification Based on Electrodermal Activity Modeling. - Alberto Greco 001; Gaetano Valenza; Jesús Lázaro 002; Jorge Mario Garzón Rey; Jordi Aguiló; Concepción de la Cámara; Raquel Bailón; Enzo Pasquale Scilingo (IEEE Trans. Affect. Comput., 2023)

Altering Time Perception in Virtual Reality Through Multimodal Visual-Tactile Kappa Effect. - Yuri De Pra; Vincenzo Catrambone; Virginie van Wassenhove; Alessandro Moscatelli; Gaetano Valenza; Matteo Bianchi 002 (IEEE Trans. Haptics, 2023)

From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks. - Antonio Luca Alfeo; Antonio G. Zippo; Vincenzo Catrambone; Mario G. C. A. Cimino; Nicola Toschi; Gaetano Valenza (Comput. Methods Programs Biomed., 2023)

Nervous-System-Wise Functional Estimation of Directed Brain-Heart Interplay Through Microstate Occurrences. - Vincenzo Catrambone; Gaetano Valenza (IEEE Trans. Biomed. Eng., 2023)

Age-Dependent Spatial Patterns of Brain Noise in fMRI Series. - Andrea Scarciglia; Vincenzo Catrambone; Martina Bianco; Claudio Bonanno; Nicola Toschi; Gaetano Valenza (EMBC, 2024)

Functional Neural Activity Mapping Using Spiking Neural Networks and EEG Signals: A Proof of Concept Study. - Dario Milea; Vincenzo Catrambone; Gaetano Valenza (EUSIPCO, 2024)

Stochastic brain dynamics exhibits differential regional distribution and maturation-related changes. - Andrea Scarciglia; Vincenzo Catrambone; Martina Bianco; Claudio Bonanno; Nicola Toschi; Gaetano Valenza (NeuroImage, 2024)

Investigating the Kappa Effect Elicited Through Concurrent Visual and Tactile Stimulation. - Yuri De Pra; Vincenzo Catrambone; Virginie van Wassenhove; Alessandro Moscatelli; Gaetano Valenza; Matteo Bianchi 002 (IEEE Trans. Haptics, 2024)

The EXPERIENCE Project: Automatic virtualization of "extended personal reality" through biomedical signal processing and explainable artificial intelligence [Applications Corner]. - Gaetano Valenza; Mariano Alcañiz; Vladimir Carli; Gabriela Dudnik; Claudio Gentili; Jaime Guixeres Provinciale; Simone Rossi 002; Nicola Toschi; Virginie van Wassenhove (IEEE Signal Process. Mag., 2024)

Physiological Noise: Definition, Estimation, and Characterization in Complex Biomedical Signals. - Andrea Scarciglia; Vincenzo Catrambone; Claudio Bonanno; Gaetano Valenza (IEEE Trans. Biomed. Eng., 2024)

EEG-based motor imagery recognition via novel explainable ensemble learning architecture. - Antonio L. Alfeo; Vincenzo Catrambone; Mario G. C. A. Cimino; Gaetano Valenza (Neural Comput. Appl., 2025)