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

Project Information

EXPERIENCE

Grant agreement ID: 101017727

DOI

10.3030/101017727

Project closed

EC signature date 4 December 2020

Start date 1 January 2021

End date 30 June 2025

Funded under

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Total cost

€ 4 446 208,75

EU contribution

€ 4 446 208,75

Coordinated by

UNIVERSITA DI PISA
Italy

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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

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

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

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

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

Author(s): Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Diego Candia-Rivera, Mario G. C. A. Cimino, Gaetano Valenza
Published in: IEEE Access, Issue 11, 2024, Page(s) 39544-39554, ISSN 2169-3536
Publisher: 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

Author(s): Guido Gagliardi; Antonio Luca Alfeo; Vincenzo Catrambone; Diego Candia-Rivera; Mario G. C. A. Cimino; Gaetano Valenza
Published in: Crossref, Issue 5, 2023, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3268233

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

Author(s): Diego Candia-Rivera, Kian Norouzi, Thomas Zoëga Ramsøy, Gaetano Valenza
Published in: American Journal of Physiology-Regulatory, Integrative and Comparative Physiology, Issue 324, 2023, Page(s) R513-R525, ISSN 0363-6119
Publisher: 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

Author(s): 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
Published in: JMIR Formative Research, Issue 9, 2025, Page(s) e68132, ISSN 2561-326X
Publisher: JMIR Publications Inc.
DOI: 10.2196/68132

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

Author(s): Andrea Scarciglia; Vincenzo Catrambone; Claudio Bonanno; Gaetano Valenza.
Published in: IEEE Transactions on Biomedical Engineering, 2023, ISSN 1558-2531
Publisher: IEEE
DOI: 10.1109/tbme.2023.3291538

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

Author(s): Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
Published in: Imaging Neuroscience, Issue 2, 2024, Page(s) 1-21, ISSN 2837-6056
Publisher: 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

Author(s): Javier Marín-Morales; Juan Luis Higuera-Trujillo; Jaime Guixeres; Carmen Llinares; Mariano Alcañiz; Gaetano Valenza
Published in: PLoS ONE, 2021, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0254098

Heritability of human directed functional connectome

Author(s): Maria Giovanna Bianco, Andrea Duggento, Salvatore Nigro, Allegra Conti, Nicola Toschi, Luca Passamonti
Published in: Brain and Behavior, Issue 13, 2023, ISSN 2162-3279
Publisher: Wiley online library
DOI: 10.1002/brb3.2839

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

Author(s): Nicola Toschi, Andrea Duggento, Riccardo Barbieri, Ronald G. Garcia, Harrison P. Fisher, Norman W. Kettner, Vitaly Napadow, Roberta Sclocco,
Published in: Brain Stimulation, 2023, ISSN 1876-4754
Publisher: Elsevier
DOI: 10.1016/j.brs.2023.10.007

Functional brain–heart interplay extends to the multifractal domain

Author(s): Vincenzo Catrambone , Riccardo Barbieri , Herwig Wendt , Patrice Abry and Gaetano Valenza
Published in: PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A, 2021, ISSN 1364-503X
Publisher: Royal Society of London
DOI: 10.1098/rsta.2020.0260

Multimodal and multicontrast image fusion via deep generative models

Author(s): Giovanna Maria Dimitri, Simeon Spasov, Andrea Duggento, Luca Passamonti, Pietro Lió, Nicola Toschi
Published in: Information Fusion, Issue 88, 2024, Page(s) 146-160, ISSN 1566-2535
Publisher: Elsevier BV
DOI: 10.1016/j.inffus.2022.07.017

Sympathetic and parasympathetic central autonomic networks

Author(s): Gaetano Valenza, Francesco Di Ci, Nicola Toschi, Riccardo Barbieri
Published in: Imaging Neuroscience, Issue 2, 2024, Page(s) 1-17, ISSN 2837-6056
Publisher: MIT press direct
DOI: 10.1162/imag_a_00094

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

Author(s): Vincenzo Catrambone; Gaetano Valenza
Published in: IEEE Transactions on Biomedical Engineering, 2023, ISSN 1558-2531
Publisher: IEEE
DOI: 10.1109/tbme.2023.3240593

Complex Brain–Heart Mapping in Mental and Physical Stress

Author(s): V. Catrambone and G. Valenza
Published in: IEEE Journal of Translational Engineering in Health and Medicine, 2023, ISSN 2168-2372
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jtehm.2023.3280974

Spontaneous alpha brain dynamics track the episodic “when”

Author(s): Leila Azizi, Ignacio Polti and Virginie van Wassenhove
Published in: Journal of Neuroscience, 2023, ISSN 1529-2401
Publisher: Society for Neuroscience
DOI: 10.1523/jneurosci.0816-23.2023

VAESim: A probabilistic approach for self-supervised prototype discovery

Author(s): Ferrante, M., Boccato, T., Spasov, S., Duggento, A., Toschi, N.
Published in: Image and Vision Computing, 2023, ISSN 1872-8138
Publisher: Elsevier
DOI: 10.1016/j.imavis.2023.104746

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

Author(s): 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
Published in: Clinical Neurophysiology, 2023, ISSN 1872-8952
Publisher: Elsevier
DOI: 10.1016/j.clinph.2023.06.013

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

Author(s): Vincenzo Catrambone, Alireza Talebi, Riccardo Barbieri, Gaetano Valenza
Published in: IEEE transactions on bio-medical engineering, 2021, ISSN 0018-9294
Publisher: 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]

Author(s): Gaetano Valenza, Mariano Alcaiz, Vladimir Carli, Gabriela Dudnik, Claudio Gentili, Jaime Guixeres Provinciale, Simone Rossi, Nicola Toschi, Virginie van Wassenhove
Published in: IEEE Signal Processing Magazine, Issue 41, 2024, Page(s) 60-66, ISSN 1053-5888
Publisher: 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

Author(s): Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi
Published in: Neurocomputing, Issue 568, 2023, Page(s) 127058, ISSN 0925-2312
Publisher: 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

Author(s): Pau Mora, Clara Garcia, Eugenio Ivorra, Mario Ortega, Mariano L. Alcaiz
Published in: Sensors, Issue 24, 2025, Page(s) 3837, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s24123837

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

Author(s): 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
Published in: iScience, Issue 27, 2024, Page(s) 110536, ISSN 2589-0042
Publisher: 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

Author(s): Gaetano Valenza
Published in: Frontiers in Network Physiology, Issue 3, 2023, ISSN 2674-0109
Publisher: 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

Author(s): Antonio Luca Alfeo; Antonio G. Zippo; Vincenzo Catrambone; Mario G.C.A. Cimino; Nicola Toschi; Gaetano Valenza;
Published in: Computer Methods and Programs in Biomedicine, 2023, ISSN 1872-7565
Publisher: Elsevier
DOI: 10.1016/j.cmpb.2023.107550

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

Author(s): Vincenzo Catrambone, Diego CandiaRivera, Gaetano Valenza
Published in: Human Brain Mapping, Issue 45, 2024, ISSN 1065-9471
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/hbm.26677

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

Author(s): Matteo Ferrante, Tommaso Boccato, Nicola Toschi
Published in: Frontiers in Neuroinformatics, Issue 18, 2024, ISSN 1662-5196
Publisher: Frontiers Research Foundation
DOI: 10.3389/fninf.2024.1346723

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

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

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

Author(s): S. Fani, S. Ciotti, G. Pagnanelli, A. Moscatelli, Y. De Pra and M. Bianchi,
Published in: IEEE Transactions on Haptics, 2023, ISSN 2329-4051
Publisher: IEEE
DOI: 10.1109/toh.2023.3271825

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

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

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

Author(s): Vincenzo Catrambone, Gaetano Valenza
Published in: IEEE Transactions on Biomedical Engineering, Issue 70, 2023, Page(s) 2270-2278, ISSN 0018-9294
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbme.2023.3240593

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

Author(s): Andrea Scarciglia, Vincenzo Catrambone, Martina Bianco, Claudio Bonanno, Nicola Toschi, Gaetano Valenza
Published in: NeuroImage, Issue 290, 2024, Page(s) 120562, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2024.120562

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

Author(s): Giulia Pagnanelli, Giovanni Latella, Manuel G. Catalano, Matteo Bianchi
Published in: IEEE Robotics and Automation Letters, Issue 10, 2025, Page(s) 1225-1232, ISSN 2377-3766
Publisher: 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. 

Author(s): Virginie van Wassenhove
Published in: Timing & Time Perception, 2023, ISSN 2213-4468
Publisher: BRILL
DOI: 10.1163/22134468-bja10099

Beyond multilayer perceptrons: Investigating complex topologies in neural networks

Author(s): Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi
Published in: Neural Networks, Issue 171, 2024, Page(s) 215-228, ISSN 0893-6080
Publisher: 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

Author(s): Elena Parra Vargas, Lucia Amalia Carrasco-Ribelles, Javier Marin-Morales, Carla Ayuso Molina, Mariano Alcaiz Raya
Published in: Frontiers in Psychology, Issue 15, 2024, ISSN 1664-1078
Publisher: 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

Author(s): Sutori, Sara; Todorov, Ivo; Hadlaczky, Gergö; Carli, Vladimir
Published in: European Psychiatry, Issue Volume 66 - Special Issue S1 - March 2023 Abstracts of the 31st European Congress of Psychiatry, 2023, ISSN 1778-3585
Publisher: Cambridge University Press
DOI: 10.1192/j.eurpsy.2023.986

Temporal disorientations and distortions during isolation

Author(s): Virginie van Wassenhove
Published in: Neuroscience and Biobehavioral Research, 2022, Page(s) 104644, ISSN 1873-7528
Publisher: 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

Author(s): Matteo Ferrante, Tommaso Boccato, Luca Passamonti, Nicola Toschi
Published in: Journal of Neural Engineering, Issue 21, 2024, Page(s) 046001, ISSN 1741-2560
Publisher: Institute of Physics Publishing
DOI: 10.1088/1741-2552/ad593c

Characterization of autonomic states by complex sympathetic and parasympathetic dynamics*

Author(s): Mimma Nardelli, Luca Citi, Riccardo Barbieri, Gaetano Valenza
Published in: Physiological Measurement, Issue 44, 2023, Page(s) 035004, ISSN 0967-3334
Publisher: Institute of Physics Publishing
DOI: 10.1088/1361-6579/acbc07

Dynamic fluctuations in ascending hearttobrain communication under mental stress

Author(s): Diego Candia-Rivera, Kian Norouzi, Thomas Zoga Ramsy, Gaetano Valenza
Published in: American Journal of Physiology, 2024, ISSN 1522-1490
Publisher: 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

Author(s): Colleen P. Ryan, Simone Ciotti, Priscilla Balestrucci, Antonio Bicchi, Francesco Lacquaniti, Matteo Bianchi, Alessandro Moscatelli
Published in: iScience, Issue 27, 2025, Page(s) 109871, ISSN 2589-0042
Publisher: Elsevier
DOI: 10.1016/j.isci.2024.109871

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

Author(s): Lorenzo Frassineti, Vincenzo Catrambone, Antonio Lanat, Gaetano Valenza
Published in: Network Neuroscience, Issue 8, 2024, Page(s) 541-556, ISSN 2472-1751
Publisher: 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

Author(s): Giannotta A.;Mandala M.;Prattichizzo D.;Santarnecchi E.;Rossi S.
Published in: NEUROTHERAPEUTICS, 2023, ISSN 1878-7479
Publisher: Springer
DOI: 10.1007/s13311-023-01437-6

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

Author(s): Y. D. Pra, V. Catrambone, V. van Wassenhove, A. Moscatelli, G. Valenza and M. Bianchi
Published in: IEEE Transactions on Haptics, 2023, ISSN 2329-4051
Publisher: IEEE
DOI: 10.1109/toh.2023.3270639

Microstates of the Cortical Brain-Heart Axis

Author(s): Catrambone, V., & Valenza, G
Published in: Human Brain Mapping, 2023, ISSN 1097-0193
Publisher: WILEY Online Library
DOI: 10.1002/hbm.26480

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

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

Multishell diffusion MRI reveals wholebrain white matter changes in HIV

Author(s): 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
Published in: Human Brain Mapping, Issue 44, 2023, Page(s) 5113-5124, ISSN 1065-9471
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/hbm.26448

The interaction between motion and texture in the sense of touch

Author(s): Colleen P. Ryan; Gemma Carolina Bettelani; Simone Ciotti; Simone Ciotti; Cesare Parise; Alessandro Moscatelli; Matteo Bianchi
Published in: Journals of Neurophysiology, 2021, ISSN 1522-1598
Publisher: American Physiological Society
DOI: 10.1152/jn.00583.2020

Characterizing endogenous delta oscillations in human MEG

Author(s): Harish Gunasekaran, Leila Azizi, Virginie van Wassenhove, Sophie K. Herbst
Published in: Scientific Reports, Issue 13, 2023, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-023-37514-1

Multimodal and multicontrast image fusion via deep generative models

Author(s): Giovanna Maria Dimitri; Simeon Spasov; Andrea Duggento; Luca Passamonti; Pietro Lió; Nicola Toschi
Published in: Information Fusion, Issue 2, 2022, ISSN 1566-2535
Publisher: Elsevier BV
DOI: 10.1016/j.inffus.2022.07.017

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

Author(s): Letizia Zurlo, Elisa Dal Bò, Claudio Gentili, Cinzia Cecchetto
Published in: Schizophrenia Research, Issue 275, 2025, Page(s) 62-75, ISSN 0920-9964
Publisher: 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

Author(s): 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
Published in: Computer Methods and Programs in Biomedicine, Issue 256, 2024, Page(s) 108375, ISSN 0169-2607
Publisher: Elsevier BV
DOI: 10.1016/j.cmpb.2024.108375

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

Author(s): Anna M. A. Wagelmans, Virginie van Wassenhove
Published in: Memory &amp; Cognition, 2024, ISSN 0090-502X
Publisher: Psychonomic Society Inc.
DOI: 10.3758/s13421-024-01606-8

Estimation of Dynamical Noise Power in Unknown Systems

Author(s): A. Scarciglia, F. Gini, V. Catrambone, C. Bonanno and G. Valenza,
Published in: IEEE Signal Processing Letters, 2023, ISSN 1558-2361
Publisher: IEEE
DOI: 10.1109/lsp.2023.3255170

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

Author(s): S. Sutori, null null
Published in: European Psychiatry, Issue 67, 2024, Page(s) S18-S19, ISSN 0924-9338
Publisher: Elsevier Masson
DOI: 10.1192/j.eurpsy.2024.77

Characterizing endogenous delta oscillations in human MEG

Author(s): Harish Gunasekaran; Leila Azizi; Virginie van Wassenhove; Sophie K. Herbst
Published in: Crossref, Issue 5, 2023, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-023-37514-1

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

Author(s): Andrea Scarciglia, Claudio Bonanno, Gaetano Valenza
Published in: Physics of Life Reviews, Issue 53, 2025, Page(s) 281-293, ISSN 1571-0645
Publisher: Elsevier BV
DOI: 10.1016/j.plrev.2025.04.001

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

Author(s): Andrea Scarciglia, Vincenzo Catrambone, Claudio Bonanno, Gaetano Valenza
Published in: Chaos: An Interdisciplinary Journal of Nonlinear Science, Issue 35, 2025, ISSN 1054-1500
Publisher: 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

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

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

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

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

Author(s): Clara Garcia, Pau Mora, Mario Ortega, Eugenio Ivorra, Gaetano Valenza, Mariano L. Alcaiz
Published in: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024, Page(s) 694-699
Publisher: 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

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

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

Author(s): 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
Published in: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024, Page(s) 757-762
Publisher: IEEE
DOI: 10.1109/metroxraine58569.2023.10405613

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

Author(s): Vincenzo Catrambone, Gaetano Valenza
Published in: 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
Publisher: IEEE
DOI: 10.1109/embc40787.2023.10340558

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

Author(s): Antonio L. Alfeo; Vincenzo Catrambone; Mario G.C.A. Cimino; Gigliola Vaglini; Gaetano Valenza
Published in: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021
Publisher: 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

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

Characterization of Physiological Noise in Complex Cardiovascular Variability Series

Author(s): Andrea Scarciglia, Vincenzo Catrambone, Claudio Bonanno, Gaetano Valenza
Published in: 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
Publisher: IEEE
DOI: 10.1109/embc40787.2023.10339997

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

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

Age-Dependent Spatial Patterns of Brain Noise in fMRI Series

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