Neural Gradient Evaluation through Nanodevice Dynamics

Project Information

Grenadyn

Grant agreement ID: 101020684

DOI

10.3030/101020684

EC signature date 7 June 2021

Start date 1 October 2022

End date 30 September 2027

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 2 462 587,00

EU contribution

€ 2 462 587,00

Coordinated by

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

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

Conference proceedings (1)

Convolutions with Radio-Frequency Spin-Diodes

Author(s): E. Plouet, H. Singh, P. Sethi, F.A. Mizrahi, D. Sanz-Hernández, J. Grollier
Published in: 2024 IEEE International Electron Devices Meeting (IEDM), 2025, Page(s) 1-4
Publisher: IEEE
DOI: 10.1109/iedm50854.2024.10873319

Peer reviewed articles (6)

Training an Ising Machine with Equilibrium Propagation

Author(s): Laydevant, Jérémie; Markovic, Danijela; Grollier, Julie
Published in: Nature Communications, Issue 15, 2024, Page(s) 3671, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.48550/arxiv.2305.18321

Training and synchronizing oscillator networks with Equilibrium Propagation

Author(s): Theophile Rageau, Julie Grollier
Published in: Neuromorphic Computing and Engineering, 2025, ISSN 2634-4386
Publisher: IOP Publishing
DOI: 10.1088/2634-4386/adebaa

Self-Contrastive Forward-Forward algorithm

Author(s): Xing Chen, Dongshu Liu, Jérémie Laydevant, Julie Grollier
Published in: Nature Communications, Issue 16, 2025, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-025-61037-0

Bayesian continual learning and forgetting in neural networks

Author(s): Djohan Bonnet, Kellian Cottart, Tifenn Hirtzlin, Tarcisius Januel, Thomas Dalgaty, Elisa Vianello, Damien Querlioz
Published in: Nature Communications, Issue 16, 2025, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-025-64601-w

Unsupervised end-to-end training with a self-defined target

Author(s): Dongshu Liu, Jérémie Laydevant, Adrien Pontlevy, Damien Querlioz, Julie Grollier
Published in: Neuromorphic Computing and Engineering, Issue 4, 2024, Page(s) 044005, ISSN 2634-4386
Publisher: IOP Publishing
DOI: 10.1088/2634-4386/ad8c78

Neuromorphic weighted sums with magnetic skyrmions

Author(s): Tristan da Câmara Santa Clara Gomes, Yanis Sassi, Dédalo Sanz-Hernández, Sachin Krishnia, Sophie Collin, Marie-Blandine Martin, Pierre Seneor, Vincent Cros, Julie Grollier, Nicolas Reyren
Published in: Nature Electronics, Issue 8, 2025, Page(s) 204-214, ISSN 2520-1131
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/s41928-024-01303-z