The “Extended-Personal Reality”: augmented recording and transmission of virtual senses through artificial-IntelligENCE

Informations projet

EXPERIENCE

N° de convention de subvention: 101017727

DOI

10.3030/101017727

Projet clôturé

Date de signature de la CE 4 Decembre 2020

Date de début 1 Janvier 2021

Date de fin 30 Juin 2025

Financé au titre de

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Coût total

€ 4 446 208,75

Contribution de l’UE

€ 4 446 208,75

Coordonné par

UNIVERSITA DI PISA
Italy

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (3)

Dissemination and communication plan and report @ M18

This deliverable describes a plan for all dissemination and communication activities as well as reports on all activities that have been carried out during the first 18 months of the project

Dissemination and communication report @M36

This deliverable is a report describing the dissemination and communication activities carried out in the first three years of the EXPERIENCE project.

EXPERIENCE Website and project logo

This deliverable reports on the project logo and website as well as information on social media links

Publications

Peer reviewed articles (60)

The interaction between motion and texture in the sense of touch

Auteurs: Colleen P. Ryan, Gemma C. Bettelani, Simone Ciotti, Cesare Parise, Alessandro Moscatelli, Matteo Bianchi
Publié dans: Journal of Neurophysiology, Numéro 126, 2021, Page(s) 1375-1390, ISSN 0022-3077
Éditeur: American Physiological Society
DOI: 10.1152/jn.00583.2020

Uncovering Hemispheric Asymmetry and Directed Oscillatory Brain-Heart Interplay in Anxiety Processing: An fMRI Study

Auteurs: Ameer Ghouse, Gert Pfurtscheller, Gerhard Schwarz, Gaetano Valenza
Publié dans: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Numéro 32, 2024, Page(s) 1984-1993, ISSN 1534-4320
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsre.2024.3401577

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

Auteurs: Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Diego Candia-Rivera, Mario G. C. A. Cimino, Gaetano Valenza
Publié dans: IEEE Access, Numéro 11, 2024, Page(s) 39544-39554, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3268233

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

Auteurs: Guido Gagliardi; Antonio Luca Alfeo; Vincenzo Catrambone; Diego Candia-Rivera; Mario G. C. A. Cimino; Gaetano Valenza
Publié dans: Crossref, Numéro 5, 2023, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3268233

Dynamic fluctuations in ascending heart-to-brain communication under mental stress

Auteurs: Diego Candia-Rivera, Kian Norouzi, Thomas Zoëga Ramsøy, Gaetano Valenza
Publié dans: American Journal of Physiology-Regulatory, Integrative and Comparative Physiology, Numéro 324, 2023, Page(s) R513-R525, ISSN 0363-6119
Éditeur: American Physiological Society
DOI: 10.1152/ajpregu.00251.2022

Acceptability, Usability, and Insights Into Cybersickness Levels of a Novel Virtual Reality Environment for the Evaluation of Depressive Symptoms: Exploratory Observational Study

Auteurs: Sara Sutori, Emma Therése Eliasson, Francesca Mura, Victor Ortiz, Vincenzo Catrambonephd, Gergö Hadlaczky, Ivo Todorov, Antonio Luca Alfeo, Valentina Cardi, Mario G C A Cimino, Giovanna Mioni, Mariano Alcañiz Raya, Gaetano Valenza, Vladimir Carli, Claudio Gentili
Publié dans: JMIR Formative Research, Numéro 9, 2025, Page(s) e68132, ISSN 2561-326X
Éditeur: JMIR Publications Inc.
DOI: 10.2196/68132

Physiological Noise: Definition, Estimation, and Characterization in Complex Biomedical Signals

Auteurs: Andrea Scarciglia; Vincenzo Catrambone; Claudio Bonanno; Gaetano Valenza.
Publié dans: IEEE Transactions on Biomedical Engineering, 2023, ISSN 1558-2531
Éditeur: IEEE
DOI: 10.1109/tbme.2023.3291538

Through their eyes: Multi-subject brain decoding with simple alignment techniques

Auteurs: Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
Publié dans: Imaging Neuroscience, Numéro 2, 2024, Page(s) 1-21, ISSN 2837-6056
Éditeur: MIT press direct
DOI: 10.1162/imag_a_00170

Heart rate variability analysis for the assessment of immersive emotional arousal using virtual reality: Comparing real and virtual scenarios

Auteurs: Javier Marín-Morales; Juan Luis Higuera-Trujillo; Jaime Guixeres; Carmen Llinares; Mariano Alcañiz; Gaetano Valenza
Publié dans: PLoS ONE, 2021, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0254098

Heritability of human directed functional connectome

Auteurs: Maria Giovanna Bianco, Andrea Duggento, Salvatore Nigro, Allegra Conti, Nicola Toschi, Luca Passamonti
Publié dans: Brain and Behavior, Numéro 13, 2023, ISSN 2162-3279
Éditeur: Wiley online library
DOI: 10.1002/brb3.2839

Causal influence of brainstem response to transcutaneous vagus nerve stimulation on cardiovagal outflow

Auteurs: Nicola Toschi, Andrea Duggento, Riccardo Barbieri, Ronald G. Garcia, Harrison P. Fisher, Norman W. Kettner, Vitaly Napadow, Roberta Sclocco,
Publié dans: Brain Stimulation, 2023, ISSN 1876-4754
Éditeur: Elsevier
DOI: 10.1016/j.brs.2023.10.007

Functional brain–heart interplay extends to the multifractal domain

Auteurs: Vincenzo Catrambone , Riccardo Barbieri , Herwig Wendt , Patrice Abry and Gaetano Valenza
Publié dans: PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A, 2021, ISSN 1364-503X
Éditeur: Royal Society of London
DOI: 10.1098/rsta.2020.0260

Multimodal and multicontrast image fusion via deep generative models

Auteurs: Giovanna Maria Dimitri, Simeon Spasov, Andrea Duggento, Luca Passamonti, Pietro Lió, Nicola Toschi
Publié dans: Information Fusion, Numéro 88, 2024, Page(s) 146-160, ISSN 1566-2535
Éditeur: Elsevier BV
DOI: 10.1016/j.inffus.2022.07.017

Sympathetic and parasympathetic central autonomic networks

Auteurs: Gaetano Valenza, Francesco Di Ci, Nicola Toschi, Riccardo Barbieri
Publié dans: Imaging Neuroscience, Numéro 2, 2024, Page(s) 1-17, ISSN 2837-6056
Éditeur: MIT press direct
DOI: 10.1162/imag_a_00094

Nervous–system–wise Functional Estimation of Directed Brain–Heart Interplay through Microstate Occurrences

Auteurs: Vincenzo Catrambone; Gaetano Valenza
Publié dans: IEEE Transactions on Biomedical Engineering, 2023, ISSN 1558-2531
Éditeur: IEEE
DOI: 10.1109/tbme.2023.3240593

Complex Brain–Heart Mapping in Mental and Physical Stress

Auteurs: V. Catrambone and G. Valenza
Publié dans: IEEE Journal of Translational Engineering in Health and Medicine, 2023, ISSN 2168-2372
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jtehm.2023.3280974

Spontaneous alpha brain dynamics track the episodic “when”

Auteurs: Leila Azizi, Ignacio Polti and Virginie van Wassenhove
Publié dans: Journal of Neuroscience, 2023, ISSN 1529-2401
Éditeur: Society for Neuroscience
DOI: 10.1523/jneurosci.0816-23.2023

VAESim: A probabilistic approach for self-supervised prototype discovery

Auteurs: Ferrante, M., Boccato, T., Spasov, S., Duggento, A., Toschi, N.
Publié dans: Image and Vision Computing, 2023, ISSN 1872-8138
Éditeur: Elsevier
DOI: 10.1016/j.imavis.2023.104746

Frequency-dependent tuning of the human vestibular “sixth sense” by transcranial oscillatory currents

Auteurs: Simone Rossi, Alessandra Cinti, Francesca Viberti, Alberto Benelli, Francesco Neri, David De Monte, Alessandro Giannotta, Sara Romanella, Carmelo Smeralda, Aniello Donniacuo, Domenico Prattichizzo, Patrizio Pasqualetti, Emiliano Santarnecchi, Marco Mandalà
Publié dans: Clinical Neurophysiology, 2023, ISSN 1872-8952
Éditeur: Elsevier
DOI: 10.1016/j.clinph.2023.06.013

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

Auteurs: Vincenzo Catrambone, Alireza Talebi, Riccardo Barbieri, Gaetano Valenza
Publié dans: IEEE transactions on bio-medical engineering, 2021, ISSN 0018-9294
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbme.2021.3071348

The EXPERIENCE Project: Automatic virtualization of extended personal reality through biomedical signal processing and explainable artificial intelligence [Applications Corner]

Auteurs: Gaetano Valenza, Mariano Alcaiz, Vladimir Carli, Gabriela Dudnik, Claudio Gentili, Jaime Guixeres Provinciale, Simone Rossi, Nicola Toschi, Virginie van Wassenhove
Publié dans: IEEE Signal Processing Magazine, Numéro 41, 2024, Page(s) 60-66, ISSN 1053-5888
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/msp.2023.3344430

4Ward: A relayering strategy for efficient training of arbitrarily complex directed acyclic graphs

Auteurs: Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi
Publié dans: Neurocomputing, Numéro 568, 2023, Page(s) 127058, ISSN 0925-2312
Éditeur: Elsevier BV
DOI: 10.1016/j.neucom.2023.127058

Virtual Experience Toolkit: An End-to-End Automated 3D Scene Virtualization Framework Implementing Computer Vision Techniques

Auteurs: Pau Mora, Clara Garcia, Eugenio Ivorra, Mario Ortega, Mariano L. Alcaiz
Publié dans: Sensors, Numéro 24, 2025, Page(s) 3837, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s24123837

Reduction of cognitive fatigue and improved performance at a VR-based driving simulator using tRNS

Auteurs: Alberto Benelli, Cristina Memoli, Francesco Neri, Sara M. Romanella, Alessandra Cinti, Alessandro Giannotta, Francesco Lomi, Adriano Scoccia, Siddhartha Pandit, Rafaella Mendes Zambetta, Simone Rossi, Emiliano Santarnecchi
Publié dans: iScience, Numéro 27, 2024, Page(s) 110536, ISSN 2589-0042
Éditeur: Cell Press
DOI: 10.1016/j.isci.2024.110536

Depression as a cardiovascular disorder: central-autonomic network, brain-heart axis, and vagal perspectives of low mood

Auteurs: Gaetano Valenza
Publié dans: Frontiers in Network Physiology, Numéro 3, 2023, ISSN 2674-0109
Éditeur: Frontiers Media SA
DOI: 10.3389/fnetp.2023.1125495

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

Auteurs: Antonio Luca Alfeo; Antonio G. Zippo; Vincenzo Catrambone; Mario G.C.A. Cimino; Nicola Toschi; Gaetano Valenza;
Publié dans: Computer Methods and Programs in Biomedicine, 2023, ISSN 1872-7565
Éditeur: Elsevier
DOI: 10.1016/j.cmpb.2023.107550

Intracortical brainheart interplay: An <scp>EEG</scp> model source study of sympathovagal changes

Auteurs: Vincenzo Catrambone, Diego CandiaRivera, Gaetano Valenza
Publié dans: Human Brain Mapping, Numéro 45, 2024, ISSN 1065-9471
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/hbm.26677

Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification

Auteurs: Matteo Ferrante, Tommaso Boccato, Nicola Toschi
Publié dans: Frontiers in Neuroinformatics, Numéro 18, 2024, ISSN 1662-5196
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fninf.2024.1346723

Holorailway: an augmented reality system to support assembly operations in the railway industry

Auteurs: Clara Garcia, Mario Ortega, Eugenio Ivorra, Manuel Contero, Pau Mora, Mariano L. Alcaiz
Publié dans: Advances in Manufacturing, Numéro 12, 2024, Page(s) 764-783, ISSN 2095-3127
Éditeur: Springer Science + Business Media
DOI: 10.1007/s40436-023-00479-5

Modulating the Perceived Softness of Real Objects Through Wearable Feel-Through Haptics

Auteurs: S. Fani, S. Ciotti, G. Pagnanelli, A. Moscatelli, Y. De Pra and M. Bianchi,
Publié dans: IEEE Transactions on Haptics, 2023, ISSN 2329-4051
Éditeur: IEEE
DOI: 10.1109/toh.2023.3271825

Decoding visual brain representations from electroencephalography through knowledge distillation and latent diffusion models

Auteurs: Matteo Ferrante, Tommaso Boccato, Stefano Bargione, Nicola Toschi
Publié dans: Computers in Biology and Medicine, Numéro 178, 2024, Page(s) 108701, ISSN 0010-4825
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.compbiomed.2024.108701

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

Auteurs: Vincenzo Catrambone, Gaetano Valenza
Publié dans: IEEE Transactions on Biomedical Engineering, Numéro 70, 2023, Page(s) 2270-2278, ISSN 0018-9294
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbme.2023.3240593

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

Auteurs: Andrea Scarciglia, Vincenzo Catrambone, Martina Bianco, Claudio Bonanno, Nicola Toschi, Gaetano Valenza
Publié dans: NeuroImage, Numéro 290, 2024, Page(s) 120562, ISSN 1053-8119
Éditeur: Academic Press
DOI: 10.1016/j.neuroimage.2024.120562

A Pneumatic-Actuated Feel-Through Wearable Haptic Display for Multi-Cue Delivery

Auteurs: Giulia Pagnanelli, Giovanni Latella, Manuel G. Catalano, Matteo Bianchi
Publié dans: IEEE Robotics and Automation Letters, Numéro 10, 2025, Page(s) 1225-1232, ISSN 2377-3766
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/lra.2024.3519894

Cracking the Neural Code of How the Brain Represents Time May Make the Dualistic Stance Obsolete. 

Auteurs: Virginie van Wassenhove
Publié dans: Timing & Time Perception, 2023, ISSN 2213-4468
Éditeur: BRILL
DOI: 10.1163/22134468-bja10099

Beyond multilayer perceptrons: Investigating complex topologies in neural networks

Auteurs: Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi
Publié dans: Neural Networks, Numéro 171, 2024, Page(s) 215-228, ISSN 0893-6080
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.neunet.2023.12.012

Feasibility of virtual reality and machine learning to assess personality traits in an organizational environment

Auteurs: Elena Parra Vargas, Lucia Amalia Carrasco-Ribelles, Javier Marin-Morales, Carla Ayuso Molina, Mariano Alcaiz Raya
Publié dans: Frontiers in Psychology, Numéro 15, 2024, ISSN 1664-1078
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fpsyg.2024.1342018

The EXPERIENCE system for the investigation of behavioral differences between depressed and healthy-control participants in Virtual Reality

Auteurs: Sutori, Sara; Todorov, Ivo; Hadlaczky, Gergö; Carli, Vladimir
Publié dans: European Psychiatry, Numéro Volume 66 - Special Numéro S1 - March 2023 Abstracts of the 31st European Congress of Psychiatry, 2023, ISSN 1778-3585
Éditeur: Cambridge University Press
DOI: 10.1192/j.eurpsy.2023.986

Temporal disorientations and distortions during isolation

Auteurs: Virginie van Wassenhove
Publié dans: Neuroscience and Biobehavioral Research, 2022, Page(s) 104644, ISSN 1873-7528
Éditeur: Elsevier
DOI: 10.1016/j.neubiorev.2022.104644

Retrieving and reconstructing conceptually similar images from fMRI with latent diffusion models and a neuro-inspired brain decoding model

Auteurs: Matteo Ferrante, Tommaso Boccato, Luca Passamonti, Nicola Toschi
Publié dans: Journal of Neural Engineering, Numéro 21, 2024, Page(s) 046001, ISSN 1741-2560
Éditeur: Institute of Physics Publishing
DOI: 10.1088/1741-2552/ad593c

Characterization of autonomic states by complex sympathetic and parasympathetic dynamics*

Auteurs: Mimma Nardelli, Luca Citi, Riccardo Barbieri, Gaetano Valenza
Publié dans: Physiological Measurement, Numéro 44, 2023, Page(s) 035004, ISSN 0967-3334
Éditeur: Institute of Physics Publishing
DOI: 10.1088/1361-6579/acbc07

Dynamic fluctuations in ascending hearttobrain communication under mental stress

Auteurs: Diego Candia-Rivera, Kian Norouzi, Thomas Zoga Ramsy, Gaetano Valenza
Publié dans: American Journal of Physiology, 2024, ISSN 1522-1490
Éditeur: American Physiological Society.
DOI: 10.1101/2022.09.09.507362

The relativity of reaching: Motion of the touched surface alters the trajectory of hand movements

Auteurs: Colleen P. Ryan, Simone Ciotti, Priscilla Balestrucci, Antonio Bicchi, Francesco Lacquaniti, Matteo Bianchi, Alessandro Moscatelli
Publié dans: iScience, Numéro 27, 2025, Page(s) 109871, ISSN 2589-0042
Éditeur: Elsevier
DOI: 10.1016/j.isci.2024.109871

Impaired brain-heart axis in focal epilepsy: Alterations in information flow and implications for seizure dynamics

Auteurs: Lorenzo Frassineti, Vincenzo Catrambone, Antonio Lanat, Gaetano Valenza
Publié dans: Network Neuroscience, Numéro 8, 2024, Page(s) 541-556, ISSN 2472-1751
Éditeur: MIT press direct
DOI: 10.1162/netn_a_00367

Frequency-Dependent Reduction of Cybersickness in Virtual Reality by Transcranial Oscillatory Stimulation of the Vestibular Cortex

Auteurs: Giannotta A.;Mandala M.;Prattichizzo D.;Santarnecchi E.;Rossi S.
Publié dans: NEUROTHERAPEUTICS, 2023, ISSN 1878-7479
Éditeur: Springer
DOI: 10.1007/s13311-023-01437-6

Altering Time Perception in Virtual Reality through Multimodal Visual-tactile Kappa Effect

Auteurs: Y. D. Pra, V. Catrambone, V. van Wassenhove, A. Moscatelli, G. Valenza and M. Bianchi
Publié dans: IEEE Transactions on Haptics, 2023, ISSN 2329-4051
Éditeur: IEEE
DOI: 10.1109/toh.2023.3270639

Microstates of the Cortical Brain-Heart Axis

Auteurs: Catrambone, V., & Valenza, G
Publié dans: Human Brain Mapping, 2023, ISSN 1097-0193
Éditeur: WILEY Online Library
DOI: 10.1002/hbm.26480

Effects of Vibration Direction and Pressing Force on Finger Vibrotactile Perception and Force Control

Auteurs: Yuri De Pra; Stefano Papetti; Hanna Järveläinen; Matteo Bianchi; Federico Fontana
Publié dans: EEE Transactions on Haptics, Numéro vol. 16, no. 1, 2023, Page(s) pp. 23-32, ISSN 2329-4051
Éditeur: IEEE
DOI: 10.1109/toh.2022.3225714

Multishell diffusion MRI reveals wholebrain white matter changes in HIV

Auteurs: Silvia Minosse, Eliseo Picchi, Allegra Conti, Francesca di Giuliano, Francesco di Ci, Loredana Sarmati, Elisabetta Teti, Silvia de Santis, Massimo Andreoni, Roberto Floris, Maria Guerrisi, Francesco Garaci, Nicola Toschi
Publié dans: Human Brain Mapping, Numéro 44, 2023, Page(s) 5113-5124, ISSN 1065-9471
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/hbm.26448

The interaction between motion and texture in the sense of touch

Auteurs: Colleen P. Ryan; Gemma Carolina Bettelani; Simone Ciotti; Simone Ciotti; Cesare Parise; Alessandro Moscatelli; Matteo Bianchi
Publié dans: Journals of Neurophysiology, 2021, ISSN 1522-1598
Éditeur: American Physiological Society
DOI: 10.1152/jn.00583.2020

Characterizing endogenous delta oscillations in human MEG

Auteurs: Harish Gunasekaran, Leila Azizi, Virginie van Wassenhove, Sophie K. Herbst
Publié dans: Scientific Reports, Numéro 13, 2023, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-023-37514-1

Multimodal and multicontrast image fusion via deep generative models

Auteurs: Giovanna Maria Dimitri; Simeon Spasov; Andrea Duggento; Luca Passamonti; Pietro Lió; Nicola Toschi
Publié dans: Information Fusion, Numéro 2, 2022, ISSN 1566-2535
Éditeur: Elsevier BV
DOI: 10.1016/j.inffus.2022.07.017

Olfactory dysfunction in schizophrenia and other psychotic disorders: A comprehensive and updated meta-analysis

Auteurs: Letizia Zurlo, Elisa Dal Bò, Claudio Gentili, Cinzia Cecchetto
Publié dans: Schizophrenia Research, Numéro 275, 2025, Page(s) 62-75, ISSN 0920-9964
Éditeur: Elsevier BV
DOI: 10.1016/j.schres.2024.12.001

Physically informed deep neural networks for metabolite-corrected plasma input function estimation in dynamic PET imaging

Auteurs: Matteo Ferrante, Marianna Inglese, Ludovica Brusaferri, Alexander C. Whitehead, Lucia Maccioni, Federico E. Turkheimer, Maria A. Nettis, Valeria Mondelli, Oliver Howes, Marco L. Loggia, Mattia Veronese, Nicola Toschi
Publié dans: Computer Methods and Programs in Biomedicine, Numéro 256, 2024, Page(s) 108375, ISSN 0169-2607
Éditeur: Elsevier BV
DOI: 10.1016/j.cmpb.2024.108375

The day-of-the-week effect is resilient to routine change

Auteurs: Anna M. A. Wagelmans, Virginie van Wassenhove
Publié dans: Memory &amp; Cognition, 2024, ISSN 0090-502X
Éditeur: Psychonomic Society Inc.
DOI: 10.3758/s13421-024-01606-8

Estimation of Dynamical Noise Power in Unknown Systems

Auteurs: A. Scarciglia, F. Gini, V. Catrambone, C. Bonanno and G. Valenza,
Publié dans: IEEE Signal Processing Letters, 2023, ISSN 1558-2361
Éditeur: IEEE
DOI: 10.1109/lsp.2023.3255170

Tackling adversity through innovation: A pilot study exploring VR as a tool to identify and diagnose depression

Auteurs: S. Sutori, null null
Publié dans: European Psychiatry, Numéro 67, 2024, Page(s) S18-S19, ISSN 0924-9338
Éditeur: Elsevier Masson
DOI: 10.1192/j.eurpsy.2024.77

Characterizing endogenous delta oscillations in human MEG

Auteurs: Harish Gunasekaran; Leila Azizi; Virginie van Wassenhove; Sophie K. Herbst
Publié dans: Crossref, Numéro 5, 2023, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-023-37514-1

Physiological noise: a comprehensive review on informative randomness in neural systems

Auteurs: Andrea Scarciglia, Claudio Bonanno, Gaetano Valenza
Publié dans: Physics of Life Reviews, Numéro 53, 2025, Page(s) 281-293, ISSN 1571-0645
Éditeur: Elsevier BV
DOI: 10.1016/j.plrev.2025.04.001

Non-stationary physiological noise in the cardiovascular system during sympatho-vagal changes

Auteurs: Andrea Scarciglia, Vincenzo Catrambone, Claudio Bonanno, Gaetano Valenza
Publié dans: Chaos: An Interdisciplinary Journal of Nonlinear Science, Numéro 35, 2025, ISSN 1054-1500
Éditeur: American Institute of Physics
DOI: 10.1063/5.0238262

Conference proceedings (11)

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

Auteurs: Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Mario G.C.A. Cimino, Maarten De Vos, Gaetano Valenza
Publié dans: 2023 IEEE Symposium Series on Computational Intelligence (SSCI), 2024, Page(s) 1587-1592
Éditeur: IEEE
DOI: 10.1109/ssci52147.2023.10371895

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

Auteurs: Vincenzo Catrambone, Gaetano Valenza
Publié dans: 2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC), 2023, Page(s) 1-4, ISSN 2694-0604
Éditeur: IEEE
DOI: 10.1109/embc40787.2023.10340338

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

Auteurs: Clara Garcia, Pau Mora, Mario Ortega, Eugenio Ivorra, Gaetano Valenza, Mariano L. Alcaiz
Publié dans: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024, Page(s) 694-699
Éditeur: IEEE
DOI: 10.1109/metroxraine58569.2023.10405757

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

Auteurs: Yuri De Pra, Vincenzo Catrambone, Virginie Van Wassenhove, Gaetano Valenza, Matteo Bianchi
Publié dans: 2022 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 2023, Page(s) 179-184
Éditeur: IEEE
DOI: 10.1109/ro-man53752.2022.9900707

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

Auteurs: Gaetano Valenza, Mariano Alcaniz, Antonio Luca Alfeo, Matteo Bianchi, Vladimir Carli, Vincenzo Catrambone, Mario CGA Cimino, Gabriela Dudnik, Andrea Duggento, Matteo Ferrante, Claudio Gentili, Jaime Guixeres, Simone Rossi, Nicola Toschi, Virginie van Wassenhove
Publié dans: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024, Page(s) 757-762
Éditeur: IEEE
DOI: 10.1109/metroxraine58569.2023.10405613

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

Auteurs: Vincenzo Catrambone, Gaetano Valenza
Publié dans: Proceeding of the 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 24-27, 2023. Sydney (Australia), 2023, ISSN 2694-0604
Éditeur: IEEE
DOI: 10.1109/embc40787.2023.10340558

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

Auteurs: Antonio L. Alfeo; Vincenzo Catrambone; Mario G.C.A. Cimino; Gigliola Vaglini; Gaetano Valenza
Publié dans: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021
Éditeur: IEEE
DOI: 10.1109/embc46164.2021.9629900

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

Auteurs: De Pra Y.;Catrambone V.;Valenza G.;Bianchi M.
Publié dans: 2022 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 2022
Éditeur: IEEE
DOI: 10.1109/ro-man53752.2022.9900707

Characterization of Physiological Noise in Complex Cardiovascular Variability Series

Auteurs: Andrea Scarciglia, Vincenzo Catrambone, Claudio Bonanno, Gaetano Valenza
Publié dans: Proceeding of the 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 24-27, 2023. Sydney (Australia)., 2023, ISSN 2694-0604
Éditeur: IEEE
DOI: 10.1109/embc40787.2023.10339997

Fine-grained Emotion Recognition using Brain-Heart Interplay measurements and eXplainable Convolutional Neural Networks

Auteurs: G. Gagliardi, A. L. Alfeo, V. Catrambone, M. G. C. A. Cimino, M. De Vos and G. Valenza
Publié dans: 11th International IEEE/EMBS Conference on Neural Engineering (NER), 2023, ISBN 978-1-6654-6292-1
Éditeur: IEEE
DOI: 10.1109/ner52421.2023.10123758

Age-Dependent Spatial Patterns of Brain Noise in fMRI Series

Auteurs: Andrea Scarciglia, Vincenzo Catrambone, Martina Bianco, Claudio Bonanno, Nicola Toschi, Gaetano Valenza
Publié dans: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024, Page(s) 1-4
Éditeur: IEEE
DOI: 10.1109/embc53108.2024.10782065