Next-generation Brain-Computer Interfacing to enable intuitive, skilled control

Project Information

IntuitiveBCI

Grant agreement ID: 949660

DOI

10.3030/949660

EC signature date 10 November 2020

Start date 1 December 2021

End date 31 December 2026

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 500 000,00

EU contribution

€ 1 500 000,00

Coordinated by

FUNDACAO D. ANNA DE SOMMER CHAMPALIMAUD E DR. CARLOS MONTEZ CHAMPALIMAUD
Portugal

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 .

Publications

Peer reviewed articles (9)

De novo motor learning creates structure in neural activity that shapes adaptation

Author(s): Joanna C Chang, Matthew G Perich, Lee E Miller, Juan A Gallego, Claudia Clopath
Published in: Nature Communications, 2024, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-024-48008-7

Integrating across behaviors and timescales to understand the neural control of movement

Author(s): Jimmie M. Gmaz; Jason A. Keller; Joshua T. Dudman; Juan A. Gallego
Published in: Current Opinion in Neurobiology, Issue Volume 85, 2024, Page(s) 102843, ISSN 0959-4388
Publisher: Elsevier BV
DOI: 10.1016/j.conb.2024.102843

A neural implementation model of feedback-based motor learning

Author(s): Barbara Feulner, Matthew G. Perich, Lee E. Miller, Claudia Clopath, Juan A. Gallego
Published in: Nature Communications, Issue 16, 2025, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-024-54738-5

Neural signatures of motor memories emerge in neural network models

Author(s): Joanna C Chang, Claudia Clopath, Juan A Gallego
Published in: eLife, 2026, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.106871.1

Conjoint specification of action by neocortex and striatum

Author(s): Junchol Park, Peter Polidoro, Catia Fortunato, Jon Arnold, Brett Mensh, Juan A. Gallego, Joshua T. Dudman
Published in: Neuron, Issue 113, 2025, Page(s) 620-636.e6, ISSN 0896-6273
Publisher: Cell Press
DOI: 10.1016/j.neuron.2024.12.024

Small, correlated changes in synaptic connectivity may facilitate rapid motor learning

Author(s): Barbara Feulner, Matthew G Perich, Lee E Miller, Juan A Gallego, Claudia Clopath
Published in: Nature Communications, 2022, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-022-32646-w

A neural manifold view of the brain

Author(s): Matthew G. Perich, Devika Narain, Juan A. Gallego
Published in: Nature Neuroscience, Issue 28, 2025, Page(s) 1582-1597, ISSN 1097-6256
Publisher: Nature Publishing Group
DOI: 10.1038/s41593-025-02031-z

Local field potentials reflect cortical population dynamics in a region-specific and frequency-dependent manner

Author(s): Gallego-Carracedo C; Matthew G. Perich; Raeed H. Chowdhury; Lee E. Miller; Juan Álvaro Gallego
Published in: eLife, Issue 1, 2022, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.73155

Preserved neural dynamics across animals performing similar behaviour

Author(s): Mostafa Safaie, Joanna Chang, Junchol Park, Lee E Miller, Joshua T Dudman, Matthew G Perich, Juan A Gallego
Published in: Nature, 2023, ISSN 0028-0836
Publisher: Nature Publishing Group
DOI: 10.1038/s41586-023-06714-0

Other (5)

Intuitive, multidimensional motor unit control after paralysing spinal cord injury using non-invasive recordings

Author(s): Xingchen Yang, Vishal Rawji, Ciara Gibbs, Tianyu Jia, Lara Gouveia Vila, Agnese Grison, Ajoy Nair, Dario Farina, Juan Alvaro Gallego
Published in: medRxiv, accepted at Nature Human Behaviour, 2026
Publisher: medRxiv
DOI: 10.64898/2025.12.09.25341760

Neuromodulation enables transient flexible control of motoneurons

Author(s): Natalia T. Cónsul, Simon Avrillon, Mario Bräcklein, Juan A. Gallego, Dario Farina
Published in: bioRxiv (under review at Sci Adv), 2026
Publisher: bioRxiv
DOI: 10.64898/2026.05.01.721852

Why motor learning involves multiple systems: an algorithmic perspective

Author(s): Francesca Greenstreet, Jesse P. Geerts, Juan A. Gallego, Claudia Clopath
Published in: bioRxiv (under review at Plos Comp Biol), 2026
Publisher: bioRxiv
DOI: 10.64898/2025.12.19.695526

Nonlinear manifolds underlie neural population activity during behaviour

Author(s): Cátia Fortunato; Jorge Bennasar-Vázquez; Junchol Park; Joanna C. Chang; Lee E. Miller; Joshua T. Dudman; Matthew G. Perich; Juan A. Gallego
Published in: bioRxiv, 2023
Publisher: bioRxiv - Cold Spring Harbour Laboratory
DOI: 10.1101/2023.07.18.549575

Evolutionarily conserved neural dynamics across mice, monkeys, and humans

Author(s): Olivier Codol, Margaux Asclipe, Anton R. Sobinov, Zihao Chen, Junchol Park, Nicholas G. Hatsopoulos, Joshua T. Dudman, Juan A. Gallego, Guillaume Lajoie, Matthew G. Perich
Published in: bioRxiv, 2026
Publisher: bioRxiv
DOI: 10.64898/2026.03.06.709637