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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

On the Relation of Skin Stretch and Finger Joint Angle Evolution in Human Hand Grasping Tasks. - Eleonora Fontana; Vincenzo Catrambone; Manuel G. Catalano; Antonio Bicchi; Matteo Bianchi 002 (EuroHaptics (2), 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)

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)