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

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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

Pubblicazioni

The interaction between motion and texture in the sense of touch

Autori: Colleen P. Ryan, Gemma C. Bettelani, Simone Ciotti, Cesare Parise, Alessandro Moscatelli, Matteo Bianchi
Pubblicato in: Journal of Neurophysiology, Numero 126, 2021, Pagina/e 1375-1390, ISSN 0022-3077
Editore: American Physiological Society
DOI: 10.1152/jn.00583.2020

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

Autori: Ameer Ghouse, Gert Pfurtscheller, Gerhard Schwarz, Gaetano Valenza
Pubblicato in: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Numero 32, 2024, Pagina/e 1984-1993, ISSN 1534-4320
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsre.2024.3401577

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

Autori: Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Diego Candia-Rivera, Mario G. C. A. Cimino, Gaetano Valenza
Pubblicato in: IEEE Access, Numero 11, 2024, Pagina/e 39544-39554, ISSN 2169-3536
Editore: 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

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

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

Autori: Diego Candia-Rivera, Kian Norouzi, Thomas Zoëga Ramsøy, Gaetano Valenza
Pubblicato in: American Journal of Physiology-Regulatory, Integrative and Comparative Physiology, Numero 324, 2023, Pagina/e R513-R525, ISSN 0363-6119
Editore: 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

Autori: 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
Pubblicato in: JMIR Formative Research, Numero 9, 2025, Pagina/e e68132, ISSN 2561-326X
Editore: JMIR Publications Inc.
DOI: 10.2196/68132

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

Autori: Andrea Scarciglia; Vincenzo Catrambone; Claudio Bonanno; Gaetano Valenza.
Pubblicato in: IEEE Transactions on Biomedical Engineering, 2023, ISSN 1558-2531
Editore: IEEE
DOI: 10.1109/tbme.2023.3291538

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

Autori: Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
Pubblicato in: Imaging Neuroscience, Numero 2, 2024, Pagina/e 1-21, ISSN 2837-6056
Editore: 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

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

Heritability of human directed functional connectome

Autori: Maria Giovanna Bianco, Andrea Duggento, Salvatore Nigro, Allegra Conti, Nicola Toschi, Luca Passamonti
Pubblicato in: Brain and Behavior, Numero 13, 2023, ISSN 2162-3279
Editore: Wiley online library
DOI: 10.1002/brb3.2839

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

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

Functional brain–heart interplay extends to the multifractal domain

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

Multimodal and multicontrast image fusion via deep generative models

Autori: Giovanna Maria Dimitri, Simeon Spasov, Andrea Duggento, Luca Passamonti, Pietro Lió, Nicola Toschi
Pubblicato in: Information Fusion, Numero 88, 2024, Pagina/e 146-160, ISSN 1566-2535
Editore: Elsevier BV
DOI: 10.1016/j.inffus.2022.07.017

Sympathetic and parasympathetic central autonomic networks

Autori: Gaetano Valenza, Francesco Di Ci, Nicola Toschi, Riccardo Barbieri
Pubblicato in: Imaging Neuroscience, Numero 2, 2024, Pagina/e 1-17, ISSN 2837-6056
Editore: MIT press direct
DOI: 10.1162/imag_a_00094

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

Autori: Vincenzo Catrambone; Gaetano Valenza
Pubblicato in: IEEE Transactions on Biomedical Engineering, 2023, ISSN 1558-2531
Editore: IEEE
DOI: 10.1109/tbme.2023.3240593

Complex Brain–Heart Mapping in Mental and Physical Stress

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

Spontaneous alpha brain dynamics track the episodic “when”

Autori: Leila Azizi, Ignacio Polti and Virginie van Wassenhove
Pubblicato in: Journal of Neuroscience, 2023, ISSN 1529-2401
Editore: Society for Neuroscience
DOI: 10.1523/jneurosci.0816-23.2023

VAESim: A probabilistic approach for self-supervised prototype discovery

Autori: Ferrante, M., Boccato, T., Spasov, S., Duggento, A., Toschi, N.
Pubblicato in: Image and Vision Computing, 2023, ISSN 1872-8138
Editore: Elsevier
DOI: 10.1016/j.imavis.2023.104746

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

Autori: 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
Pubblicato in: Clinical Neurophysiology, 2023, ISSN 1872-8952
Editore: Elsevier
DOI: 10.1016/j.clinph.2023.06.013

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

Autori: Vincenzo Catrambone, Alireza Talebi, Riccardo Barbieri, Gaetano Valenza
Pubblicato in: IEEE transactions on bio-medical engineering, 2021, ISSN 0018-9294
Editore: 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]

Autori: Gaetano Valenza, Mariano Alcaiz, Vladimir Carli, Gabriela Dudnik, Claudio Gentili, Jaime Guixeres Provinciale, Simone Rossi, Nicola Toschi, Virginie van Wassenhove
Pubblicato in: IEEE Signal Processing Magazine, Numero 41, 2024, Pagina/e 60-66, ISSN 1053-5888
Editore: 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

Autori: Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi
Pubblicato in: Neurocomputing, Numero 568, 2023, Pagina/e 127058, ISSN 0925-2312
Editore: 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

Autori: Pau Mora, Clara Garcia, Eugenio Ivorra, Mario Ortega, Mariano L. Alcaiz
Pubblicato in: Sensors, Numero 24, 2025, Pagina/e 3837, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s24123837

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

Autori: 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
Pubblicato in: iScience, Numero 27, 2024, Pagina/e 110536, ISSN 2589-0042
Editore: 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

Autori: Gaetano Valenza
Pubblicato in: Frontiers in Network Physiology, Numero 3, 2023, ISSN 2674-0109
Editore: 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

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

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

Autori: Vincenzo Catrambone, Diego CandiaRivera, Gaetano Valenza
Pubblicato in: Human Brain Mapping, Numero 45, 2024, ISSN 1065-9471
Editore: John Wiley & Sons Inc.
DOI: 10.1002/hbm.26677

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

Autori: Matteo Ferrante, Tommaso Boccato, Nicola Toschi
Pubblicato in: Frontiers in Neuroinformatics, Numero 18, 2024, ISSN 1662-5196
Editore: Frontiers Research Foundation
DOI: 10.3389/fninf.2024.1346723

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

Autori: Clara Garcia, Mario Ortega, Eugenio Ivorra, Manuel Contero, Pau Mora, Mariano L. Alcaiz
Pubblicato in: Advances in Manufacturing, Numero 12, 2024, Pagina/e 764-783, ISSN 2095-3127
Editore: Springer Science + Business Media
DOI: 10.1007/s40436-023-00479-5

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

Autori: S. Fani, S. Ciotti, G. Pagnanelli, A. Moscatelli, Y. De Pra and M. Bianchi,
Pubblicato in: IEEE Transactions on Haptics, 2023, ISSN 2329-4051
Editore: IEEE
DOI: 10.1109/toh.2023.3271825

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

Autori: Matteo Ferrante, Tommaso Boccato, Stefano Bargione, Nicola Toschi
Pubblicato in: Computers in Biology and Medicine, Numero 178, 2024, Pagina/e 108701, ISSN 0010-4825
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.compbiomed.2024.108701

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

Autori: Vincenzo Catrambone, Gaetano Valenza
Pubblicato in: IEEE Transactions on Biomedical Engineering, Numero 70, 2023, Pagina/e 2270-2278, ISSN 0018-9294
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbme.2023.3240593

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

Autori: Andrea Scarciglia, Vincenzo Catrambone, Martina Bianco, Claudio Bonanno, Nicola Toschi, Gaetano Valenza
Pubblicato in: NeuroImage, Numero 290, 2024, Pagina/e 120562, ISSN 1053-8119
Editore: Academic Press
DOI: 10.1016/j.neuroimage.2024.120562

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

Autori: Giulia Pagnanelli, Giovanni Latella, Manuel G. Catalano, Matteo Bianchi
Pubblicato in: IEEE Robotics and Automation Letters, Numero 10, 2025, Pagina/e 1225-1232, ISSN 2377-3766
Editore: 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.

Autori: Virginie van Wassenhove
Pubblicato in: Timing & Time Perception, 2023, ISSN 2213-4468
Editore: BRILL
DOI: 10.1163/22134468-bja10099

Beyond multilayer perceptrons: Investigating complex topologies in neural networks

Autori: Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi
Pubblicato in: Neural Networks, Numero 171, 2024, Pagina/e 215-228, ISSN 0893-6080
Editore: 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

Autori: Elena Parra Vargas, Lucia Amalia Carrasco-Ribelles, Javier Marin-Morales, Carla Ayuso Molina, Mariano Alcaiz Raya
Pubblicato in: Frontiers in Psychology, Numero 15, 2024, ISSN 1664-1078
Editore: 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

Autori: Sutori, Sara; Todorov, Ivo; Hadlaczky, Gergö; Carli, Vladimir
Pubblicato in: European Psychiatry, Numero Volume 66 - Special Numero S1 - March 2023 Abstracts of the 31st European Congress of Psychiatry, 2023, ISSN 1778-3585
Editore: Cambridge University Press
DOI: 10.1192/j.eurpsy.2023.986

Temporal disorientations and distortions during isolation

Autori: Virginie van Wassenhove
Pubblicato in: Neuroscience and Biobehavioral Research, 2022, Pagina/e 104644, ISSN 1873-7528
Editore: 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

Autori: Matteo Ferrante, Tommaso Boccato, Luca Passamonti, Nicola Toschi
Pubblicato in: Journal of Neural Engineering, Numero 21, 2024, Pagina/e 046001, ISSN 1741-2560
Editore: Institute of Physics Publishing
DOI: 10.1088/1741-2552/ad593c

Characterization of autonomic states by complex sympathetic and parasympathetic dynamics*

Autori: Mimma Nardelli, Luca Citi, Riccardo Barbieri, Gaetano Valenza
Pubblicato in: Physiological Measurement, Numero 44, 2023, Pagina/e 035004, ISSN 0967-3334
Editore: Institute of Physics Publishing
DOI: 10.1088/1361-6579/acbc07

Dynamic fluctuations in ascending hearttobrain communication under mental stress

Autori: Diego Candia-Rivera, Kian Norouzi, Thomas Zoga Ramsy, Gaetano Valenza
Pubblicato in: American Journal of Physiology, 2024, ISSN 1522-1490
Editore: 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

Autori: Colleen P. Ryan, Simone Ciotti, Priscilla Balestrucci, Antonio Bicchi, Francesco Lacquaniti, Matteo Bianchi, Alessandro Moscatelli
Pubblicato in: iScience, Numero 27, 2025, Pagina/e 109871, ISSN 2589-0042
Editore: Elsevier
DOI: 10.1016/j.isci.2024.109871

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

Autori: Lorenzo Frassineti, Vincenzo Catrambone, Antonio Lanat, Gaetano Valenza
Pubblicato in: Network Neuroscience, Numero 8, 2024, Pagina/e 541-556, ISSN 2472-1751
Editore: 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

Autori: Giannotta A.;Mandala M.;Prattichizzo D.;Santarnecchi E.;Rossi S.
Pubblicato in: NEUROTHERAPEUTICS, 2023, ISSN 1878-7479
Editore: Springer
DOI: 10.1007/s13311-023-01437-6

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

Autori: Y. D. Pra, V. Catrambone, V. van Wassenhove, A. Moscatelli, G. Valenza and M. Bianchi
Pubblicato in: IEEE Transactions on Haptics, 2023, ISSN 2329-4051
Editore: IEEE
DOI: 10.1109/toh.2023.3270639

Microstates of the Cortical Brain-Heart Axis

Autori: Catrambone, V., & Valenza, G
Pubblicato in: Human Brain Mapping, 2023, ISSN 1097-0193
Editore: WILEY Online Library
DOI: 10.1002/hbm.26480

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

Autori: Yuri De Pra; Stefano Papetti; Hanna Järveläinen; Matteo Bianchi; Federico Fontana
Pubblicato in: EEE Transactions on Haptics, Numero vol. 16, no. 1, 2023, Pagina/e pp. 23-32, ISSN 2329-4051
Editore: IEEE
DOI: 10.1109/toh.2022.3225714

Multishell diffusion MRI reveals wholebrain white matter changes in HIV

Autori: 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
Pubblicato in: Human Brain Mapping, Numero 44, 2023, Pagina/e 5113-5124, ISSN 1065-9471
Editore: John Wiley & Sons Inc.
DOI: 10.1002/hbm.26448

The interaction between motion and texture in the sense of touch

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

Characterizing endogenous delta oscillations in human MEG

Autori: Harish Gunasekaran, Leila Azizi, Virginie van Wassenhove, Sophie K. Herbst
Pubblicato in: Scientific Reports, Numero 13, 2023, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-023-37514-1

Multimodal and multicontrast image fusion via deep generative models

Autori: Giovanna Maria Dimitri; Simeon Spasov; Andrea Duggento; Luca Passamonti; Pietro Lió; Nicola Toschi
Pubblicato in: Information Fusion, Numero 2, 2022, ISSN 1566-2535
Editore: Elsevier BV
DOI: 10.1016/j.inffus.2022.07.017

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

Autori: Letizia Zurlo, Elisa Dal Bò, Claudio Gentili, Cinzia Cecchetto
Pubblicato in: Schizophrenia Research, Numero 275, 2025, Pagina/e 62-75, ISSN 0920-9964
Editore: 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

Autori: 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
Pubblicato in: Computer Methods and Programs in Biomedicine, Numero 256, 2024, Pagina/e 108375, ISSN 0169-2607
Editore: Elsevier BV
DOI: 10.1016/j.cmpb.2024.108375

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

Autori: Anna M. A. Wagelmans, Virginie van Wassenhove
Pubblicato in: Memory & Cognition, 2024, ISSN 0090-502X
Editore: Psychonomic Society Inc.
DOI: 10.3758/s13421-024-01606-8

Estimation of Dynamical Noise Power in Unknown Systems

Autori: A. Scarciglia, F. Gini, V. Catrambone, C. Bonanno and G. Valenza,
Pubblicato in: IEEE Signal Processing Letters, 2023, ISSN 1558-2361
Editore: IEEE
DOI: 10.1109/lsp.2023.3255170

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

Autori: S. Sutori, null null
Pubblicato in: European Psychiatry, Numero 67, 2024, Pagina/e S18-S19, ISSN 0924-9338
Editore: Elsevier Masson
DOI: 10.1192/j.eurpsy.2024.77

Characterizing endogenous delta oscillations in human MEG

Autori: Harish Gunasekaran; Leila Azizi; Virginie van Wassenhove; Sophie K. Herbst
Pubblicato in: Crossref, Numero 5, 2023, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-023-37514-1

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

Autori: Andrea Scarciglia, Claudio Bonanno, Gaetano Valenza
Pubblicato in: Physics of Life Reviews, Numero 53, 2025, Pagina/e 281-293, ISSN 1571-0645
Editore: Elsevier BV
DOI: 10.1016/j.plrev.2025.04.001

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

Autori: Andrea Scarciglia, Vincenzo Catrambone, Claudio Bonanno, Gaetano Valenza
Pubblicato in: Chaos: An Interdisciplinary Journal of Nonlinear Science, Numero 35, 2025, ISSN 1054-1500
Editore: American Institute of Physics
DOI: 10.1063/5.0238262

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

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

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

Autori: Vincenzo Catrambone, Gaetano Valenza
Pubblicato in: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Pagina/e 1-4, ISSN 2694-0604
Editore: IEEE
DOI: 10.1109/embc40787.2023.10340338

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

Autori: Clara Garcia, Pau Mora, Mario Ortega, Eugenio Ivorra, Gaetano Valenza, Mariano L. Alcaiz
Pubblicato in: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024, Pagina/e 694-699
Editore: 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

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

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

Autori: 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
Pubblicato in: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024, Pagina/e 757-762
Editore: IEEE
DOI: 10.1109/metroxraine58569.2023.10405613

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

Autori: Vincenzo Catrambone, Gaetano Valenza
Pubblicato 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
Editore: IEEE
DOI: 10.1109/embc40787.2023.10340558

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

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

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

Characterization of Physiological Noise in Complex Cardiovascular Variability Series

Autori: Andrea Scarciglia, Vincenzo Catrambone, Claudio Bonanno, Gaetano Valenza
Pubblicato 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
Editore: IEEE
DOI: 10.1109/embc40787.2023.10339997

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

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

Age-Dependent Spatial Patterns of Brain Noise in fMRI Series

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

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