Multifunctional, adaptive and interactive AI system for Acting in multiple contexts

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

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A first demonstration of the website and logo of the MAIA project will be ready.

Publications

Modulation of reaching by spatial attention

Auteurs: Rossella Breveglieri, Riccardo Brandolani, Stefano Diomedi, Markus Lappe, Claudio Galletti, Patrizia Fattori
Publié dans: Frontiers in Integrative Neuroscience, Numéro 18, 2024, ISSN 1662-5145
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fnint.2024.1393690

Auteurs: Francesco Edoardo Vaccari, Stefano Diomedi, Marina De Vitis, Matteo Filippini, Patrizia Fattori
Publié dans: Network Neuroscience, Numéro 8, 2024, Page(s) 486-516, ISSN 2472-1751
Éditeur: Network Neuroscience
DOI: 10.1162/netn_a_00364

Bi-Directional Gaze-Based Communication: A Review

Auteurs: Björn Rene Severitt, Nora Castner, Siegfried Wahl
Publié dans: Multimodal Technologies and Interaction, Numéro 8, 2025, Page(s) 108, ISSN 2414-4088
Éditeur: MDPI AG
DOI: 10.3390/mti8120108

Context matters during pick-and-place in VR: Impact on search and transport phases

Auteurs: Lukashova-Sanz Olga, Agarwala Rajat, Wahl Siegfried
Publié dans: Frontiers in Psychology, Numéro 13, 2022, ISSN 1664-1078
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fpsyg.2022.881269

Motor decoding from the posterior parietal cortex using deep neural networks

Auteurs: Davide Borra et al
Publié dans: Journal of Neural Engineering, Numéro Volume 20, Number 3, 2023, ISSN 1741-2552
Éditeur: IOP science
DOI: 10.1088/1741-2552/acd1b6

Active Vision in Binocular Depth Estimation: A Top-Down Perspective

Auteurs: Matteo Priorelli, Giovanni Pezzulo, Ivilin Peev Stoianov
Publié dans: Biomimetics, Numéro 8, 2023, Page(s) 445, ISSN 2313-7673
Éditeur: MDPI
DOI: 10.3390/biomimetics8050445

Embodied decisions as active inference

Auteurs: Matteo Priorelli, Ivilin Peev Stoianov, Giovanni Pezzulo
Publié dans: PLOS Computational Biology, Numéro 21, 2025, Page(s) e1013180, ISSN 1553-7358
Éditeur: Public Library of Science (PLoS)
DOI: 10.1371/journal.pcbi.1013180

Machine learning methods detect arm movement impairments in a patient with parieto-occipital lesion using only early kinematic information

Auteurs: Bosco Annalisa; Bertini Caterina; Filippini Matteo; Foglino Caterina; Fattori Patrizia
Publié dans: Journal of Vision, Numéro Vol. 22, 2022, 2022, Page(s) 1-25, ISSN 1534-7362
Éditeur: Association for Research in Vision and Ophthalmology
DOI: 10.1167/jov.22.10.3

A Multifunctional adaptive and interactive AI system to support people living with stroke, acquired brain or spinal cord injuries: A study protocol.

Auteurs: Ottoboni G., La Porta F., Piperno R., Chattat R., Bosco A., Fattori P., Tessari A.
Publié dans: PlosOne, Numéro 17(4): e0266702, 2022, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0266702

Functional organization of the caudal part of the human superior parietal lobule

Auteurs: Valentina Sulpizio, Patrizia Fattori, Sabrina Pitzalis, Claudio Galletti
Publié dans: Neuroscience & Biobehavioral Reviews, Numéro 153, 2024, Page(s) 105357, ISSN 0149-7634
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.neubiorev.2023.105357

Horizontal target size perturbations during grasping movements are described by subsequent size perception and saccade amplitude.

Auteurs: Sanz Diez P., Bosco A., Fattori P., Wahl S.
Publié dans: PlosOne, 2022, Page(s) 17(3)-e0264560, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0264560

Co-designing an interactive artificial intelligent system with post-stroke patients and caregivers to augment the lost abilities and improve their quality of life: a human-centric approach

Auteurs: Sara Ventura, Giovanni Ottoboni, Giada Lullini, Rabih Chattat, Laura Simoncini, Elisabetta Magni, Roberto Piperno, Fabio La Porta, Alessia Tessari
Publié dans: Frontiers in Public Health, Numéro 11, 2023, ISSN 2296-2565
Éditeur: Frontiers in Public Health
DOI: 10.3389/fpubh.2023.1227748

Role of the Medial Posterior Parietal Cortex in Orchestrating Attention and Reaching

Auteurs: Rossella Breveglieri, Riccardo Brandolani, Stefano Diomedi, Markus Lappe, Claudio Galletti, Patrizia Fattori
Publié dans: The Journal of Neuroscience, Numéro 45, 2025, Page(s) e0659242024, ISSN 0270-6474
Éditeur: Society for Neuroscience
DOI: 10.1523/jneurosci.0659-24.2024

Expert gaze as a usability indicator of medical AI decision support systems: a preliminary study

Auteurs: Nora Castner, Lubaina Arsiwala-Scheppach, Sarah Mertens, Joachim Krois, Enkeleda Thaqi, Enkelejda Kasneci, Siegfried Wahl, Falk Schwendicke
Publié dans: npj Digital Medicine, Numéro 7, 2024, ISSN 2398-6352
Éditeur: npj Digit. Med. 7, 199 (2024)
DOI: 10.1038/s41746-024-01192-8

Acceptance of Assistive Technology by Users with Motor Disabilities Due to Spinal Cord or Acquired Brain Injuries: A Systematic Review

Auteurs: Sara Ventura; Giovanni Ottoboni; Alessandro Pappadà; Alessia Tessari
Publié dans: Clinical medicine, 2023, ISSN 2077-0383
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jcm12082962

Neural representation in active inference: Using generative models to interact with—and understand—the lived world

Auteurs: Giovanni Pezzulo, Leo D'Amato, Francesco Mannella, Matteo Priorelli, Toon Van de Maele, Ivilin Peev Stoianov, Karl Friston
Publié dans: Annals of the New York Academy of Sciences, Numéro 1534, 2024, Page(s) 45-68, ISSN 0077-8923
Éditeur: New York Academy of Sciences
DOI: 10.1111/nyas.15118

Vision for action: thalamic and cortical inputs to the macaque superior parietal lobule

Auteurs: Gamberini M., Passarelli L., Filippini M., Fattori P., Galletti C.
Publié dans: Brain Structure and Function, 2021, Page(s) 2951–2966, ISSN 1863-2661
Éditeur: Spinger
DOI: 10.1007/s00429-021-02377-7

Slow but flexible or fast but rigid? Discrete and continuous processes compared

Auteurs: Matteo Priorelli, Ivilin Peev Stoianov
Publié dans: Heliyon, Numéro 10, 2025, Page(s) e39129, ISSN 2405-8440
Éditeur: Elsevier BV
DOI: 10.1016/j.heliyon.2024.e39129

Oculomotor behavior can be adjusted on the basis of artificial feedback signals indicating externally caused errors

Auteurs: Frauke Heins, Markus Lappe
Publié dans: PLOS ONE, Numéro 19, 2024, Page(s) e0302872, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0302872

Improving motor imagery classification during induced motor perturbations.

Auteurs: Carmen Vidaurre; Tania Jorajuría; Ander Ramos-Murguialday; K-R Müller; Marisol Gómez; Vadim V. Nikulin; Vadim V. Nikulin
Publié dans: Journal of Neural Engineering, Numéro vol 18, no 4, 2021, ISSN 1741-2560
Éditeur: Institute of Physics Publishing
DOI: 10.1088/1741-2552/ac123f

Mislocalization after inhibition of saccadic adaptation

Auteurs: Frauke Heins, Markus Lappe
Publié dans: Journal of Vision, Numéro 2022;22(8):3., 2022, ISSN 1962-2015
Éditeur: JOV
DOI: 10.1167/jov.22.8.3.

Anterior-Posterior Gradient in the Integrated Processing of Forelimb Movement Direction and Distance in Macaque Parietal Cortex

Auteurs: Kostas Hadjidimitrakis; M. de Vitis; Masoud Ghodrati; M. Fillipini; Patrizia Fattori
Publié dans: CellReports, Numéro 5, 2022, ISSN 2211-1247
Éditeur: Cell Press
DOI: 10.1016/j.celrep.2022.111608

Motor-like neural dynamics in two parietal areas during arm reaching.

Auteurs: Stefano Diomedi; Francesco Edoardo Vaccari; Claudio Galletti; Kostas Hadjidimitrakis; Patrizia Fattori
Publié dans: Progress in Neurobiology, Numéro 1, 2021, Page(s) 205(2021) 102116, ISSN 0301-0082
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.pneurobio.2021.102116

Does it fit? The impact of scene context on temporal and spatial characteristics of the object manipulation in a pick-and-place task

Auteurs: Olga Lukashova-Sanz, Siegfried Wahl
Publié dans: Journal of Vision, Numéro 22, 2022, Page(s) 4052, ISSN 1534-7362
Éditeur: Association for Research in Vision and Ophthalmology
DOI: 10.1167/jov.22.14.4052

The interplay of user preference and precision in different gaze-based interaction methods in virtual environments

Auteurs: Björn R. Severitt, Yannick Sauer, Alexander Neugebauer, Rajat Agarwala, Nora Castner, Siegfried Wahl
Publié dans: Frontiers in Virtual Reality, Numéro 6, 2025, ISSN 2673-4192
Éditeur: Frontiers Media SA
DOI: 10.3389/frvir.2025.1576962

A triple distinction of cerebellar function for oculomotor learning and fatigue compensation

Auteurs: Jana Masselink, Alexis Cheviet, Caroline Froment-Tilikete, Denis Pélisson, Markus Lappe
Publié dans: PLOS Computational Biology, Numéro 19, 2023, Page(s) e1011322, ISSN 1553-7358
Éditeur: Public Library of Science (PLoS)
DOI: 10.1371/journal.pcbi.1011322

Convolutional neural networks reveal properties of reach-to-grasp encoding in posterior parietal cortex

Auteurs: Davide Borra, Matteo Filippini, Mauro Ursino, Patrizia Fattori, Elisa Magosso
Publié dans: Computers in Biology and Medicine, Numéro 172, 2024, Page(s) 108188, ISSN 0010-4825
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.compbiomed.2024.108188

Visual sensitivity at the service of action control in posterior parietal cortex

Auteurs: Patrizia Fattori, Marina De Vitis, Matteo Filippini, Francesco Edoardo Vaccari, Stefano Diomedi, Michela Gamberini, Claudio Galletti
Publié dans: Frontiers in Physiology, Numéro 15, 2024, ISSN 1664-042X
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fphys.2024.1408010

A hybrid brain-muscle-machine interface for stroke rehabilitation: Usability and functionality validation in a 2-week intensive intervention

Auteurs: Andrea Sarasola-Sanz, Andreas M. Ray, Ainhoa Insausti-Delgado, Nerea Irastorza-Landa, Wala Jaser Mahmoud, Doris Brötz, Carlos Bibián-Nogueras, Florian Helmhold, Christoph Zrenner, Ulf Ziemann, Eduardo López-Larraz, Ander Ramos-Murguialday
Publié dans: Frontiers in Bioengineering and Biotechnology, Numéro 12, 2024, ISSN 2296-4185
Éditeur: Frontiers
DOI: 10.3389/fbioe.2024.1330330

Flexible use of post-saccadic visual feedback in oculomotor learning

Auteurs: Heins, F., Lappe, M.
Publié dans: Journal of Vision, Numéro Vol.22, 2022, ISSN 1534-7362
Éditeur: Association for Research in Vision and Ophthalmology
DOI: 10.1167/jov.22.1.3

Flexible intentions: An Active Inference theory

Auteurs: Matteo Priorelli, Ivilin Peev Stoianov
Publié dans: Frontiers in Computational Neuroscience, Numéro 17, 2023, ISSN 1662-5188
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fncom.2023.1128694

Real-Time Control of a Multi-Degree-of-Freedom Mirror Myoelectric Interface During Functional Task Training

Auteurs: Sarasola-Sanz, Andrea; López-Larraz, Eduardo; Irastorza-Landa, Nerea; Rossi, Giulia; Figueiredo, Thiago; McIntyre, Joseph; Ramos-Murguialday, Ander
Publié dans: Frontiers in Neuroscience, Numéro Vol16, 2022, ISSN 1662-453X
Éditeur: Frontiers in Neuroscience
DOI: 10.3389/fnins.2022.764936

Adaptation across the 2D population code explains the spatially distributive nature of motor learning

Auteurs: Jana Masselink, Markus Lappe
Publié dans: PLOS Computational Biology, Numéro 21, 2025, Page(s) e1013041, ISSN 1553-7358
Éditeur: Public Library of Science (PLoS)
DOI: 10.1371/journal.pcbi.1013041

Decoding sensorimotor information from superior parietal lobule of macaque via Convolutional Neural Networks

Auteurs: Matteo Filippini; Davide Borra; Mauro Ursino; Elisa Magosso; Patrizia Fattori
Publié dans: Neural Networks, Numéro 151, 2022, Page(s) 276-294, ISSN 0893-6080
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.neunet.2022.03.044

The superior parietal lobule of macaque monkey: relative influence of gaze and static arm position during reaching.

Auteurs: Marina De Vitis; Marta Tabanelli; Rossella Breveglieri; Matteo Filippini; Claudio Galletti; Patrizia Fattori
Publié dans: eNeuro, Numéro 2, 2021, Page(s) 20(1), 157-171, ISSN 2373-2822
Éditeur: Journal of integrative Neuroscience
DOI: 10.1523/eneuro.0362-21.2021

Self-motion illusions from distorted optic flow in multifocal glasses

Auteurs: Yannick Sauer, Malte Scherff, Markus Lappe, Katharina Rifai, Niklas Stein, Siegfried Wahl
Publié dans: IScience, Numéro Volume 25, Numéro 1, 2022, Page(s) 25, 103567, ISSN 2589-0042
Éditeur: Science Direct
DOI: 10.1016/j.isci.2021.103567

Task-dependent target selection guides oculomotor learning

Auteurs: Frauke Heins, Markus Lappe
Publié dans: Journal of Vision, Numéro 22, 2022, Page(s) 3108, ISSN 1534-7362
Éditeur: Association for Research in Vision and Ophthalmology
DOI: 10.1167/jov.22.14.3108

Evaluation of a liquid membrane-based tunable lens and a solid-state LIDAR camera feedback system for presbyopia

Auteurs: Rajat Agarwala, Olga Lukashova Sanz, Immanuel P. Seitz, Felix F. Reichel, Siegfried Wahl
Publié dans: Biomedical Optics Express, Numéro 13, 2024, Page(s) 5849, ISSN 2156-7085
Éditeur: The Optical Society
DOI: 10.1364/boe.471190

rTMS over the human medial parietal cortex impairs online reaching corrections

Auteurs: Rossella Breveglieri, Sara Borgomaneri, Annalisa Bosco, Matteo Filippini, Marina De Vitis, Alessia Tessari, Alessio Avenanti, Claudio Galletti, Patrizia Fattori
Publié dans: Brain Structure and Function, Numéro 229, 2024, Page(s) 297-310, ISSN 1863-2661
Éditeur: Brain Structure and Functions
DOI: 10.1007/s00429-023-02735-7

New insights on single-neuron selectivity in the era of population-level approaches

Auteurs: Vaccari Francesco Edoardo, Diomedi Stefano, Filippini Matteo, Hadjidimitrakis Kostas, Fattori Patrizia
Publié dans: Frontiers in Integrative Neuroscience, Numéro 16, 2022, ISSN 1662-5145
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fnint.2022.929052

Neurophysiological recordings from parietal areas of macaque brain during an instructed-delay reaching task

Auteurs: S. Diomedi, F. E. Vaccari, M. Gamberini, M. De Vitis, M. Filippini, P. Fattori
Publié dans: Scientific Data, Numéro 11, 2024, ISSN 2052-4463
Éditeur: Nature
DOI: 10.1038/s41597-024-03479-7

Biases in the spectral amplitude distribution of a natural scene modulate horizontal size perception

Auteurs: Pablo Sanz Diez, Sandra Gisbert, Annalisa Bosco, Patrizia Fattori, Siegfried Wahl
Publié dans: Frontiers in Psychology, Numéro 14, 2023, ISSN 1664-1078
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fpsyg.2023.1247687

Design of a Multifunctional Operating Station Based on Augmented Reality (MOSAR)

Auteurs: Ivanova Veronika; Vasilev Plamen; Stoianov Ivilin; Andreev Rumen; Boneva Ani
Publié dans: CYBERNETICS AND INFORMATION TECHNOLOGIES, Numéro Vol. 21, 2021, 2021, Page(s) 119 - 136, ISSN 1311-9702
Éditeur: Institute of Information and Communication Technologies, Bulgarian Academy of Sciences
DOI: 10.2478/cait-2021-0009

Modeling Motor Control in Continuous Time Active Inference: A Survey

Auteurs: Matteo Priorelli, Federico Maggiore, Antonella Maselli, Francesco Donnarumma, Domenico Maisto, Francesco Mannella, Ivilin Peev Stoianov, Giovanni Pezzulo
Publié dans: IEEE Transactions on Cognitive and Developmental Systems, Numéro 16, 2024, Page(s) 485-500, ISSN 2379-8920
Éditeur: IEEE
DOI: 10.1109/tcds.2023.3338491

The hippocampal formation as a hierarchical generative model supporting generative replay and continual learning

Auteurs: Ivilin Stoianov; Domenico Maisto; Giovanni Pezzulo
Publié dans: Progress in Neurobiology, Numéro Volume 217, 2022, ISSN 0301-0082
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.pneurobio.2022.102329

An active inference model of hierarchical action understanding, learning and imitation

Auteurs: Riccardo Proietti, Giovanni Pezzulo, Alessia Tessari
Publié dans: Physics of Life Reviews, Numéro 46, 2023, Page(s) 92-118, ISSN 1571-0645
Éditeur: Elsevier BV
DOI: 10.1016/j.plrev.2023.05.012

Adaptive changes to saccade amplitude and target localization do not require pre-saccadic target visibility

Auteurs: Heins, F., Masselink, J., Scherer, JN. et al
Publié dans: Sci Rep, Numéro 13, 8315 (2023), 2023, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-023-35434-8

Smaller spared subcortical nuclei are associated with worse post-stroke sensorimotor outcomes in 28 cohorts worldwide

Auteurs: Sook-Lei Liew, Ramos-Murguialday
Publié dans: Brain Communications, Numéro Volume 3, 2021, Page(s) Numéro 4, 2021, ISSN 2632-1297
Éditeur: Brain Communications
DOI: 10.1093/braincomms/fcab254

Dynamic planning in hierarchical active inference

Auteurs: Matteo Priorelli, Ivilin Peev Stoianov
Publié dans: Neural Networks, Numéro 185, 2025, Page(s) 107075, ISSN 0893-6080
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.neunet.2024.107075

The dynamics of reading complex words: evidence from steady-state visual evoked potentials

Auteurs: Elisabeth Beyersmann, Veronica Montani, Johannes C. Ziegler, Jonathan Grainger, Ivilin Peev Stoianov
Publié dans: Scientific Reports, Numéro 11, 2024, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-021-95292-0

Flexible intentions: An Active Inference theory

Auteurs: Matteo Priorelli; Ivilin Peev Stoianov
Publié dans: bioRxiv, 2022, Page(s) 1-42, ISSN 0301-0082
Éditeur: Pergamon Press Ltd.
DOI: 10.1101/2022.04.08.487597

The posterior parietal area V6A: An attentionally-modulated visuomotor region involved in the control of reach-to-grasp action

Auteurs: Galletti Claudio; Gamberini Michela; Fattori Patrizia
Publié dans: Neuroscience & Biobehavioral Reviews, Numéro Vol. 141, 2022, 2022, ISSN 0149-7634
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.neubiorev.2022.104823

Machine Learning Prediction of Locomotion Intention from Walking and Gaze Data

Auteurs: Gianni Bremer, Niklas Stein, Markus Lappe
Publié dans: International Journal of Semantic Computing, Numéro 17, 2023, Page(s) 119-142, ISSN 1793-351X
Éditeur: World Scientific
DOI: 10.1142/s1793351x22490010

Deep Hybrid Models: Infer and Plan in a Dynamic World

Auteurs: Matteo Priorelli, Ivilin Peev Stoianov
Publié dans: Entropy, Numéro 27, 2025, Page(s) 570, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e27060570

The influence of action on perception spans different effectors

Auteurs: Annalisa Bosco, Pablo Sanz Diez, Matteo Filippini, Patrizia Fattori
Publié dans: Frontiers in Systems Neuroscience, Numéro 17, 2023, ISSN 1662-5137
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fnsys.2023.1145643

The effect of viewing-only, reaching, and grasping on size perception in virtual reality

Auteurs: Caterina Foglino, Tamara Watson, Niklas Stein, Patrizia Fattori, Annalisa Bosco
Publié dans: PLOS One, Numéro 20, 2025, Page(s) e0326377, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0326377

Functional Connectivity at Rest between the Human Medial Posterior Parietal Cortex and the Primary Motor Cortex Detected by Paired-Pulse Transcranial Magnetic Stimulation

Auteurs: Rossella Breveglieri; Sara Borgomaneri; Matteo Filippini; Marina De Vitis; Alessia Tessari; Patrizia Fattori
Publié dans: Brain Sciences, Numéro 1, 2021, Page(s) 11(10), 1357, ISSN 2076-3425
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci11101357

A Short Route for Reach Planning between Human V6A and the Motor Cortex

Auteurs: Rossella Breveglieri; Sara Borgomaneri; Stefano Diomedi; Alessia Tessari; Claudio Galletti; Patrizia Fattori
Publié dans: Crossref, Numéro 1, 2022, ISSN 1529-2401
Éditeur: The journal of neuro science
DOI: 10.1523/jneurosci.1609-22.2022

A focus on the multiple interfaces between action and perception and their neural correlates.

Auteurs: A. Bosco, P. Sanz Diez, M. Filippini, M. De Vitis, P. Fattori
Publié dans: Neuropsychologia, Numéro 191, 2023, Page(s) 108722, ISSN 0028-3932
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.neuropsychologia.2023.108722

The superior parietal lobule of primates: a sensory-motor hub for interaction with the environment.

Auteurs: Lauretta Passarelli; Michela Gamberini; Patrizia Fattori
Publié dans: Journal of Integrative Neuroscience, Numéro Vol 20, Iss 1,, 2021, Page(s) Pp 157-171, ISSN 0219-6352
Éditeur: Imperial College Press
DOI: 10.31083/j.jin.2021.01.334

The Influence of Disclosing the AI Potential Error to the User on the Efficiency of User–AI Collaboration

Auteurs: Lukashova-Sanz, O.; Dechant, M.; Wahl, S
Publié dans: Appl. Sci., Numéro 2023, 13, 3572., 2023, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app13063572

Time-dependent enhancement of corticospinal excitability during cortico-cortical paired associative stimulation of the hV6A-M1 network in the human brain

Auteurs: Rossella Breveglieri, Riccardo Brandolani, Claudio Galletti, Alessio Avenanti, Patrizia Fattori
Publié dans: NeuroImage, Numéro 316, 2025, Page(s) 121301, ISSN 1053-8119
Éditeur: Academic Press
DOI: 10.1016/j.neuroimage.2025.121301

Challenges of neural interfaces for stroke motor rehabilitation

Auteurs: Carmen Vidaurre, Nerea Irastorza-Landa, Andrea Sarasola-Sanz, Ainhoa Insausti-Delgado, Andreas M. Ray, Carlos Bibián, Florian Helmhold, Wala J. Mahmoud, Iñaki Ortego-Isasa, Eduardo López-Larraz, Héctor Lozano Peiteado, Ander Ramos-Murguialday
Publié dans: Frontiers in Human Neuroscience, Numéro 17, 2023, ISSN 1662-5161
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fnhum.2023.1070404

Analyzing Visual Perception and Predicting Locomotion using Virtual Reality and Eye Tracking

Auteurs: Niklas Stein
Publié dans: 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), 2022, Page(s) 727-728
Éditeur: IEEE
DOI: 10.1109/vrw52623.2021.00246

Recognition of errors in gaze-based interaction with anomaly detection

Auteurs: Björn Rene Severitt, Yannick Sauer, Nora Jane Castner, Wolfgang Fuhl, Siegfried Wahl
Publié dans: Proceedings of the 2025 Symposium on Eye Tracking Research and Applications, 2025, Page(s) 1-6
Éditeur: ACM
DOI: 10.1145/3715669.3725895

Do They Look Where They Go? Gaze Classification During Walking.

Auteurs: Bremer G., Stein N., Lappe M.
Publié dans: Proceedings of Machine Learning Research, Numéro 1, 2022, Page(s) 1–8
Éditeur: openreview.net

Complementary contribution of the medial and lateral human parietal cortex to grasping: a repetitive TMS study.

Auteurs: Rossella Breveglieri; Sara Borgomaneri; Matteo Filippini; Alessia Tessari; Claudio Galletti; Marco Davare; Patrizia Fattori
Publié dans: Breveglieri , R , Borgomaneri , S , Filippini , M , Tessari , A , Galletti , C , Davare , M & Fattori , P 2022 , ' Complementary contribution of the medial and lateral human parietal cortex to grasping : a repetitive TMS study ' , Cerebral cortex (New York, N.Y. : 1991) . https://doi.org/10.1093/cercor/bhac404, Numéro 1, 2022, ISSN 2833-4143
Éditeur: CEREB Cortex
DOI: 10.1093/cercor/bhac404

Predicting Locomotion Intention using Eye Movements and EEG with LSTM and Transformers

Auteurs: Gianni Bremer, Markus Lappe
Publié dans: 2024 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2025, Page(s) 21-30
Éditeur: IEEE
DOI: 10.1109/ismar62088.2024.00016

Analyzing Visual Perception and Predicting Locomotion using Virtual Reality and Eye Tracking

Auteurs: N. Stein
Publié dans: 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), Numéro 2021, 2021, Page(s) pp. 727-728
Éditeur: IEEE
DOI: 10.1109/VRW52623.2021.00246

Simulating Lens Distortion in Virtual Reality

Auteurs: Stein, N., Rifai, K., Wahl, S., & Lappe, M.
Publié dans: International Conference on Disability, Virtual Reality & Associated Technologies, 2021
Éditeur: International Conference on Disability, Virtual Reality & Associated Technologies 2021

Predicting Future Position From Natural Walking and Eye Movements with Machine Learning

Auteurs: G. Bremer, N. Stein and M. Lappe
Publié dans: IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR), 2021
Éditeur: IEEE
DOI: 10.1109/AIVR52153.2021.00013

Where Does Gaze Lead? Integrating Gaze and Motion for Enhanced 3D Pose Estimation

Auteurs: Taravat Anvari, Markus Lappe, Marc H E de Lussanet
Publié dans: 2025 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), 2025, Page(s) 76-83
Éditeur: IEEE
DOI: 10.1109/vrw66409.2025.00025

Deep kinematic inference affords efficient and scalable control of bodily movements

Auteurs: Matteo Priorelli; Giovanni Pezzulo; Ivilin Peev Stoianov
Publié dans: Proceedings of the National Academy of Sciences (PNAS), Numéro 1, 2023
Éditeur: PUBMED
DOI: 10.1101/2023.05.04.539409

Leveraging gaze for potential error prediction in AI-support systems: An exploratory analysis of interaction with a simulated robot

Auteurs: Björn Severitt, Nora Jane Castner, Olga Lukashova-Sanz, Siegfried Wahl
Publié dans: International Cconference on Multimodal Interaction, 2023, ISBN 9798400703218
Éditeur: ACM
DOI: 10.1145/3610661.3617163

Eye Tracking-based LSTM for Locomotion Prediction in VR

Auteurs: N. Stein, G. Bremer and M. Lappe
Publié dans: 2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2022, Page(s) pp. 493-503
Éditeur: IEEE
DOI: 10.1109/vr51125.2022.00069

Efficient motor learning through action-perception cycle in deep kinematic inference.

Auteurs: Priorelli Matteo, Stoianov Ivilin Peev
Publié dans: Conference paper, Communication in Computer and Information Science, 2024, 1915 CCIS, 2024, Page(s) 59-70
Éditeur: Springer

Eye tracking data set of academics making an omelette: An egg-breaking work

Auteurs: Yannick Sauer, Rajat Agarwala, Patrizia Lenhart, Regine Lendway, Björn Severitt, Alexander Neugebauer, Benedikt Werner Hosp, Nora Jane Castner, Siegfried Wahl
Publié dans: Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2025, Page(s) 1-3
Éditeur: ACM
DOI: 10.1145/3649902.3655657

Communication breakdown: Gaze-based prediction of system error for AI-assisted robotic arm simulated in VR

Auteurs: Björn Rene Severitt, Patrizia Lenhart, Benedikt Werner Hosp, Nora Jane Castner, Siegfried Wahl
Publié dans: Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024
Éditeur: ACM
DOI: 10.1145/3649902.3653339

Using mobile eye tracking for gaze- and head-contingent vision simulations

Auteurs: Yannick Sauer, Björn Severitt, Rajat Agarwala, Siegfried Wahl
Publié dans: Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2025, Page(s) 1-3
Éditeur: ACM
DOI: 10.1145/3649902.3655660

Predicting Future Position From Natural Walking and Eye Movements with Machine Learning

Auteurs: Gianni Bremer, Niklas Stein, Markus Lappe
Publié dans: 2021 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR), 2022, Page(s) 19-28
Éditeur: IEEE
DOI: 10.1109/aivr52153.2021.00013

Intention Modulation for Multi-step Tasks in Continuous Time Active Inference

Auteurs: Matteo Priorelli, Ivilin Peev Stoianov
Publié dans: Communications in Computer and Information Science, Active Inference, 2023, Page(s) 274-284
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-28719-0_19

Learning and Embodied Decisions in Active Inference

Auteurs: Matteo Priorelli, Ivilin Peev Stoianov, Giovanni Pezzulo
Publié dans: Communications in Computer and Information Science, Active Inference, 2024, Page(s) 72-87
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-77138-5_5

Efficient Motor Learning Through Action-Perception Cycles in Deep Kinematic Inference

Auteurs: Matteo Priorelli, Ivilin Peev Stoianov
Publié dans: Communications in Computer and Information Science, Active Inference, 2024, Page(s) 59-70
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-47958-8_5

Dynamic Inference by Model Reduction

Auteurs: Matteo Priorelli, Ivilin Peev Stoianov
Publié dans: 2025
Éditeur: Cold Spring Harbor Laboratory
DOI: 10.1101/2023.09.10.557043

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