European Doctoral Network for Neural Prostheses and Brain Research

Informazioni relative al progetto

DONUT

ID dell’accordo di sovvenzione: 101118964

DOI

10.3030/101118964

Data della firma CE 5 Dicembre 2023

Data di avvio 1 Gennaio 2024

Data di completamento 31 Dicembre 2027

Finanziato da

• Marie Skłodowska-Curie Actions (MSCA)

Costo totale

Nessun dato

Contributo UE

€ 2 611 879,20

Coordinato da

HOCHSCHULE RHEIN-WAAL-HSRW RHINE-WAAL UNIVERSITY OF APPLIED SCIENCES
Germany

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 .

Pubblicazioni

Peer reviewed articles (14)

Word classification across speech modes from low-density electrocorticography signals

Autori: Aurélie de Borman, Bob Van Dyck, Kato Van Rooy, Evelien Carrette, Alfred Meurs, Dirk Van Roost, Marc M Van Hulle
Pubblicato in: Journal of Neural Engineering, Numero 23, 2026, ISSN 1741-2560
Editore: IOP Publishing
DOI: 10.1088/1741-2552/AE3A1B

Subthalamic Nucleus Deep Brain Stimulation Modulates Auditory Steady State Responses in Parkinson’s Disease

Autori: Thomas Pirenne, Mansoureh Fahimi Hnazaee, Patrick Santens, Aline Moorkens, Marc M. Van Hulle
Pubblicato in: International Journal of Neural Systems, Numero 35, 2025, ISSN 0129-0657
Editore: World Scientific Pub Co Pte Ltd
DOI: 10.1142/S0129065725500820

Visual ERP-based brain–computer interface use with severe physical, speech and eye movement impairments: case studies

Autori: Arne Van Den Kerchove; Juliette Meunier; Marie de Moura; Alixe Willemssens; Dorien Geeurickx; Edward Schiettecatte; Philip Van Damme; Hakim Si-Mohammed; François Cabestaing; Etienne Allart; Marc M. Van Hulle
Pubblicato in: Journal of NeuroEngineering and Rehabilitation, 2025
Editore: SPRINGER NATURE
DOI: 10.1186/S12984-025-01836-0

An Open-Source Implementation of a Closed-Loop Electrocorticographic Brain-Computer Interface Using Micromed, Fieldtrip, and Psychopy

Autori: Bob Van Dyck, Arne Van Den Kerchove, Marc M. Van Hulle
Pubblicato in: 2025
Editore: Elsevier BV
DOI: 10.2139/SSRN.5248396

Addressing BCI inefficiency in c-VEP-based BCIs: A comprehensive study of neurophysiological predictors, binary stimulus sequences, and user comfort

Autori: Jordy Thielen
Pubblicato in: Biomedical Physics & Engineering Express, Numero 11, 2025, ISSN 2057-1976
Editore: IOP Publishing
DOI: 10.1088/2057-1976/ADE316

Learning from small datasets—review of workshop 6 of the 10th International BCI Meeting 2023

Autori: Michael Tangermann, Sylvain Chevallier, Matthias Dold, Pierre Guetschel, Reinmar Kobler, Theodore Papadopoulo, Jordy Thielen
Pubblicato in: Journal of Neural Engineering, Numero 22, 2025, ISSN 1741-2560
Editore: IOP Publishing
DOI: 10.1088/1741-2552/ADDF80

EEG-based graph network analysis in relation to regional tau in asymptomatic Alzheimer’s disease

Autori: Laure Spruyt, Tjaša Mlinarič, Nathalie Dusart, Mariska Reinartz, Gabriela Meade, Marc M Van Hulle, Koen Van Laere, Patrick Dupont, Rik Vandenberghe
Pubblicato in: Brain Communications, Numero 7, 2025, ISSN 2632-1297
Editore: Oxford University Press (OUP)
DOI: 10.1093/BRAINCOMMS/FCAF138

The phase of slow wave oscillations couples with high gamma power in human electrocorticography during performed and imagined repetitive movements

Autori: Eva Calvo Merino, Qiang Sun, Marc M Van Hulle
Pubblicato in: Cerebral Cortex, Numero 35, 2025, ISSN 1047-3211
Editore: Oxford University Press (OUP)
DOI: 10.1093/CERCOR/BHAF226

Binocularly incongruent, multifrequency-coded SSVEP in VR: feasibility and characteristics

Autori: Liuyin Yang, Qiang Sun, Marc M Van Hulle
Pubblicato in: Journal of Neural Engineering, Numero 21, 2024, ISSN 1741-2560
Editore: IOP Publishing
DOI: 10.1088/1741-2552/AD775F

Towards an sEEG-based BCI using code-modulated VEP: A case study showing the influence of electrode location on decoding efficiency

Autori: Jordy Thielen, Michael Tangermann, Erik J. Aarnoutse, Nick F. Ramsey, Mariska J. Vansteensel
Pubblicato in: Clinical Neurophysiology, Numero 173, 2025, ISSN 1388-2457
Editore: Elsevier BV
DOI: 10.1016/J.CLINPH.2025.03.034

EEG-based classification of alzheimer’s disease and frontotemporal dementia using functional connectivity

Autori: Tjaša Mlinarič, Arne Van Den Kerchove, Zoe I. Barinaga, Marc M. Van Hulle
Pubblicato in: Scientific Reports, Numero 16, 2026, ISSN 2045-2322
Editore: Springer Science and Business Media LLC
DOI: 10.1038/S41598-026-35316-9

Rapid cortical auditory evoked potentials audiometry

Autori: T. Guyonnet-Hencke, O. Portoles, M. de Vries, E. Koderman, A. Winkler, J. Goodall, P. Desain, J. Thielen, M. Schulte, A. J. Beynon, M. van Kesteren
Pubblicato in: International Journal of Audiology, 2025, ISSN 1499-2027
Editore: Informa UK Limited
DOI: 10.1080/14992027.2025.2478523

A Cross-Subject Band-Power Complexity Metric for Detecting Mental Fatigue Through EEG

Autori: Ang Li, Zhenyu Wang, Tianheng Xu, Ting Zhou, Xi Zhao, Honglin Hu, Marc M. Van Van Hulle
Pubblicato in: Brain Sciences, Numero 16, 2026, ISSN 2076-3425
Editore: MDPI AG
DOI: 10.3390/BRAINSCI16020199

Time-Frequency Analysis of Motor Imagery During Plantar and Dorsal Flexion Movements Using a Low-Cost Ankle Exoskeleton

Autori: Cristina Polo-Hortigüela, Mario Ortiz, Paula Soriano-Segura, Eduardo Iáñez, José M. Azorín
Pubblicato in: Sensors, Numero 25, 2025, ISSN 1424-8220
Editore: MDPI AG
DOI: 10.3390/S25102987

Conference proceedings (7)

Toward a Gaze-Independent Brain-Computer Interface Using the Code-Modulated Visual Evoked Potentials

Autori: Radovan Vodila, Juliette van Lohuizen, Jordy Thielen
Pubblicato in: 2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP), 2025
Editore: IEEE
DOI: 10.1109/MLSP62443.2025.11204258

Design of an Asynchronous BMI with Interpretable Neural Networks for Exoskeleton Control: A Proof of Concept on Data Evolution and Scalability Over One Week ^*

Autori: Vicente Quiles, Cristina Polo-Hortigüela, Paula Soriano-Segura, Mario Ortiz, Eduardo Iáñez, José M. Azorín
Pubblicato in: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025, ISSN 2694-0604
Editore: IEEE
DOI: 10.1109/EMBC58623.2025.11251541

Halfway Between CP and Tucker Model: PARALIND Analysis of Human Electroencephalogram

Autori: Zuzana Rošt’áková, Roman Rosipal, Nina Evetović
Pubblicato in: 2025 15th International Conference on Measurement, 2025
Editore: IEEE
DOI: 10.23919/MEASUREMENT66999.2025.11078699

Feasibility of Secure Transaction Authentication Using a cVEP-Based BCI

Autori: Thi Phuong Ngan Le, Milán András Fodor, Atilla Cantürk, Ivan Volosyak
Pubblicato in: 2025 13th International Conference on Brain-Computer Interface (BCI), 2025
Editore: IEEE
DOI: 10.1109/BCI65088.2025.10931547

Collaborative Virtual Reality BCI Post-Stroke Neurorehabilitation Using Head-Mounted Displays

Autori: Roman Rosipal, Nina Evetović, Zuzana Rošt’áková, Arina Polyanskaya, Martin Vankó, Štefan Korecko, Branislav Sobota, Natália Porubcová, Leonardo Jose Trejo
Editore: Verlag der Technischen Universität Graz
DOI: 10.3217/978-3-99161-050-2-032

Are EEG foundation models worth it? Comparative evaluation with traditional decoders in diverse BCI tasks.

Autori: Yang, L., Sun, Q., Li, A., and Van Hulle, M.M.
Pubblicato in: Fourteenth International Conference on Learning Representation (ICLR 2026), 2026
Editore: ICLR

Evaluation of Efficient and Performance-Retaining cVEP-BCI Class Augmentation

Autori: Milan Andras Fodor, Atilla Canturk, Thi-Phuong-Ngan Le, Gernot Heisenberg, Ivan Volosyak
Pubblicato in: 2025 13th International Conference on Brain-Computer Interface (BCI), 2025
Editore: IEEE
DOI: 10.1109/BCI65088.2025.10931291

Book chapters (4)

Graph-Attentive CNN for cVEP-BCI with Insights into Electrode Significance

Autori: Milán András Fodor, Ivan Volosyak
Pubblicato in: Lecture Notes in Computer Science, Advances in Computational Intelligence, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-02728-3_45

BCI with Intuitive Object Control Based on Code-Modulated Visual Evoked Potentials

Autori: Hanneke A. Scheppink, Atilla Cantürk, Ivan Volosyak
Pubblicato in: Lecture Notes in Computer Science, Advances in Computational Intelligence, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-02728-3_46

An Event-Related Potential BCI Speller Using a Wearable, Single-Channel EEG Headset with Electrodes on the Forehead

Autori: Arne Van Den Kerchove, Mani Mirsaeedi, Bob Van Dyck, Marc M. Van Hulle
Pubblicato in: Lecture Notes in Computer Science, Advances in Computational Intelligence, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-02728-3_40

Towards Secure Transaction Authentication Using a cVEP-Based BCI

Autori: Ayas Kiser, Atilla Cantürk, Ivan Volosyak
Pubblicato in: Lecture Notes in Computer Science, Advances in Computational Intelligence, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-02728-3_43