Vincenzo Catrambone

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 37

Top Topics

Functional Brain

Top Venues

IEEE Trans. Biomed. Eng.

IEEE Signal Process. Lett.

Publications

Andrea Scarciglia, Vincenzo Catrambone, Martina Bianco, Claudio Bonanno, Nicola Toschi, Gaetano Valenza
Stochastic brain dynamics exhibits differential regional distribution and maturation-related changes. NeuroImage 290 (2024)
Andrea Scarciglia, Vincenzo Catrambone, Claudio Bonanno, Gaetano Valenza
Physiological Noise: Definition, Estimation, and Characterization in Complex Biomedical Signals. IEEE Trans. Biomed. Eng. 71 (1) (2024)
Andrea Scarciglia, Fulvio Gini, Vincenzo Catrambone, Claudio Bonanno, Gaetano Valenza
Estimation of Dynamical Noise Power in Unknown Systems. IEEE Signal Process. Lett. 30 (2023)
Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Mario G. C. A. Cimino, Maarten De Vos, Gaetano Valenza
Using Contrastive Learning to Inject Domain-Knowledge Into Neural Networks for Recognizing Emotions. SSCI (2023)
Vincenzo Catrambone, Gaetano Valenza
Towards the definition of Microstates of the Cortical Brain-Heart Axis. EMBC (2023)
Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Mario G. C. A. Cimino, Maarten De Vos, Gaetano Valenza
Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks. NER (2023)
Gaetano Valenza, Mariano Alcañiz, Antonio Luca Alfeo, Matteo Bianchi, Vladimir Carli, Vincenzo Catrambone, Mario G. C. A. Cimino, Gabriela Dudnik, Andrea Duggento, Matteo Ferrante, Claudio Gentili, Jaime Guixeres, Simone Rossi, Nicola Toschi, Virginie van Wassenhove
The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence. MetroXRAINE (2023)
Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Diego Candia-Rivera, Mario G. C. A. Cimino, Gaetano Valenza
Improving Emotion Recognition Systems by Exploiting the Spatial Information of EEG Sensors. IEEE Access 11 (2023)
Andrea Scarciglia, Vincenzo Catrambone, Claudio Bonanno, Gaetano Valenza
Characterization of Physiological Noise in Complex Cardiovascular Variability Series. EMBC (2023)
Yuri De Pra, Vincenzo Catrambone, Virginie van Wassenhove, Alessandro Moscatelli, Gaetano Valenza, Matteo Bianchi
Altering Time Perception in Virtual Reality Through Multimodal Visual-Tactile Kappa Effect. IEEE Trans. Haptics 16 (4) (2023)
Antonio Luca Alfeo, Antonio G. Zippo, Vincenzo Catrambone, Mario G. C. A. Cimino, Nicola Toschi, Gaetano Valenza
From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks. Comput. Methods Programs Biomed. 236 (2023)
Vincenzo Catrambone, Gaetano Valenza
A Unified Framework for Investigating Aperiodic and Periodic Components in the Hearbeat Dynamics Spectrum: a Feasibility Study. EMBC (2023)
Vincenzo Catrambone, Gaetano Valenza
Nervous-System-Wise Functional Estimation of Directed Brain-Heart Interplay Through Microstate Occurrences. IEEE Trans. Biomed. Eng. 70 (8) (2023)
Yuri De Pra, Vincenzo Catrambone, Virginie van Wassenhove, Gaetano Valenza, Matteo Bianchi
Toward the manipulation of time and space in extended reality: a preliminary study on multimodal Tau and Kappa illusions in the visual-tactile domain. RO-MAN (2022)
Davide Manzoni, Vincenzo Catrambone, Gaetano Valenza
Causal Symbolic Information Transfer for the Assessment of functional Brain-Heart Interplay through EEG Microstates Occurrences: a proof-of-concept study. EMBC (2022)
Diego Candia-Rivera, Vincenzo Catrambone, Riccardo Barbieri, Gaetano Valenza
Functional assessment of bidirectional cortical and peripheral neural control on heartbeat dynamics: A brain-heart study on thermal stress. NeuroImage 251 (2022)
Diego Candia-Rivera, Vincenzo Catrambone, Riccardo Barbieri, Gaetano Valenza
A new framework for modeling the bidirectional interplay between brain oscillations and cardiac sympathovagal activity. EMBC (2022)
Andrea Duggento, Mario De Lorenzo, Stefano Bargione, Allegra Conti, Vincenzo Catrambone, Gaetano Valenza, Nicola Toschi
An intertwined neural network model for EEG classification in brain-computer interfaces. CoRR (2022)
Vincenzo Catrambone, Elisabetta Patron, Claudio Gentili, Gaetano Valenza
Complexity Modulation in functional Brain-Heart Interplay series driven by Emotional Stimuli: an early study using Fuzzy Entropy. EMBC (2022)
Andrea Scarciglia, Vincenzo Catrambone, Claudio Bonanno, Gaetano Valenza
Multiscale partition-based Kolmogorov-Sinai Entropy: a preliminary HRV study on Heart Failure vs. Atrial Fibrillation. EMBC (2022)
Antonio L. Alfeo, Vincenzo Catrambone, Mario G. C. A. Cimino, Gigliola Vaglini, Gaetano Valenza
Recognizing motor imagery tasks from EEG oscillations through a novel ensemble-based neural network architecture. EMBC (2021)
Diego Candia-Rivera, Vincenzo Catrambone, Riccardo Barbieri, Gaetano Valenza
Integral pulse frequency modulation model driven by sympathovagal dynamics: Synthetic vs. real heart rate variability. Biomed. Signal Process. Control. 68 (2021)
Laura Cavaliere, Vincenzo Catrambone, Matteo Bianchi, Ana Paula Rocha, Gaetano Valenza
Characterization of upper limb movement-related EEG dynamics through fractional integrated autoregressive modeling. EMBC (2021)
Vincenzo Catrambone, Alireza Talebi, Riccardo Barbieri, Gaetano Valenza
Time-Resolved Brain-to-Heart Probabilistic Information Transfer Estimation Using Inhomogeneous Point-Process Models. IEEE Trans. Biomed. Eng. 68 (11) (2021)
Andrea Scarciglia, Vincenzo Catrambone, Claudio Bonanno, Gaetano Valenza
Quantifying partition-based Kolmogorov-Sinai Entropy on Heart Rate Variability: a young vs. elderly study. EMBC (2021)
Alireza Talebi, Vincenzo Catrambone, Riccardo Barbieri, Gaetano Valenza
An Inhomogeneous Point-process Model for the Assessment of the Brain-to-Heart Functional Interplay: a Pilot Study. EMBC (2020)
Ameer Ghouse, Mimma Nardelli, Vincenzo Catrambone, Gaetano Valenza
Complexity Analysis on Functional-Near Infrared Spectroscopy Time Series: a Preliminary Study on Mental Arithmetic. EMBC (2020)
Diego Candia-Rivera, Vincenzo Catrambone, Gaetano Valenza
Methodological Considerations on EEG Electrical Reference: A Functional Brain-Heart Interplay Study. EMBC (2020)
Vincenzo Catrambone, Herwig Wendt, Riccardo Barbieri, Patrice Abry, Gaetano Valenza
Quantifying Functional Links between Brain and Heartbeat Dynamics in the Multifractal Domain: a Preliminary Analysis. EMBC (2020)
Vincenzo Catrambone, Gaetano Valenza, Enzo Pasquale Scilingo, Nicola Vanello, Herwig Wendt, Riccardo Barbieri, Patrice Abry
Wavelet p-Leader Non-Gaussian Multiscale Expansions for EEG series: an Exploratory Study on Cold-Pressor Test. EMBC (2019)
Vincenzo Catrambone, Herwig Wendt, Enzo Pasquale Scilingo, Riccardo Barbieri, Patrice Abry, Gaetano Valenza
Heartbeat Dynamics Analysis under Cold-Pressure Test using Wavelet p-Leader Non-Gaussian Multiscale Expansions. EMBC (2019)
Vincenzo Catrambone, Alberto Greco, Enzo Pasquale Scilingo, Gaetano Valenza
Functional Linear and Nonlinear Brain-Heart Interplay during Emotional Video Elicitation: A Maximum Information Coefficient Study. Entropy 21 (9) (2019)
Vincenzo Catrambone, Alberto Greco, Mimma Nardelli, Shadi Ghiasi, Nicola Vanello, Enzo Pasquale Scilingo, Gaetano Valenza
A new Modelling Framework to Study Time-Varying Directional Brain-Heart Interactions: Preliminary Evaluations and Perspectives. EMBC (2018)
Shadi Ghiasi, Alberto Greco, Mimma Nardelli, Vincenzo Catrambone, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza
A New Sympathovagal Balance Index from Electrodermal Activity and Instantaneous Vagal Dynamics: A Preliminary Cold Pressor Study. EMBC (2018)
Shadi Ghiasi, Alberto Greco, Mimma Nardelli, Vincenzo Catrambone, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza
Investigating Phasic Activity of Time-Varying High-Order Spectra: A Heartbeat Dynamics Study During Cold-Pressure Test. CinC (2018)
Vincenzo Catrambone, Alberto Greco, Giuseppe Averta, Matteo Bianchi, Nicola Vanello, Antonio Bicchi, Gaetano Valenza, Enzo Pasquale Scilingo
EEG Processing to Discriminate Transitive-Intransitive Motor Imagery Tasks: Preliminary Evidences using Support Vector Machines. EMBC (2018)
Vincenzo Catrambone, Alberto Greco, Giuseppe Averta, Matteo Bianchi, Antonio Bicchi, Enzo Pasquale Scilingo, Gaetano Valenza
EEG Complexity Maps to Characterise Brain Dynamics during Upper Limb Motor Imagery. EMBC (2018)