Thermodynamic-inspired computing with oscillatory neural networks

Project Information

THERMODON

Grant agreement ID: 101125031

DOI

10.3030/101125031

EC signature date 13 February 2024

Start date 1 May 2024

End date 30 April 2029

Funded under

• European Research Council (ERC)

Total cost

€ 2 000 000,00

EU contribution

€ 2 000 000,00

Coordinated by

TECHNISCHE UNIVERSITEIT EINDHOVEN
Netherlands

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 (3)

Physical Computing with Coupled Oscillators – Current Progress and Future Directions

Author(s): A. Todri-Sanial, J.N.G.W. Verest, F. Sabo, H. Kim, B.F. Haverkort, T.C.V. van Bodegraven, S. Lahkar, A. Mazumder, W. Choi, D.F. Falcone, S. Karg, B. J. Offrein, V. Bragaglia
Published in: 2025 IEEE International Electron Devices Meeting (IEDM), 2026
Publisher: IEEE
DOI: 10.1109/IEDM50572.2025.11353846

Invited: Analog Computation with Oscillatory Neural Networks

Author(s): Aida Todri-Sanial
Published in: Proceedings of the 2026 International Symposium on Physical Design, 2026
Publisher: ACM
DOI: 10.1145/3764386.3779626

Oscillatory Neural Networks for AI Applications in Drones

Author(s): Neesanth Murugesh, Burak Tanyeri, Bram F. Haverkort, Aida Todri-Sanial
Published in: 2025 International Conference on Networking, Sensing and Control (ICNSC), 2026
Publisher: IEEE
DOI: 10.1109/ICNSC66229.2025.00029

Peer reviewed articles (4)

Lagrange oscillatory neural networks for constraint satisfaction and optimization

Author(s): Corentin Delacour, Bram Haverkort, Filip Sabo, Nadine Azemard, Aida Todri-Sanial
Published in: Neuromorphic Computing and Engineering, Issue 5, 2025, ISSN 2634-4386
Publisher: IOP Publishing
DOI: 10.1088/2634-4386/AE0EAB

Harnessing Phase Dynamics Across Diverse Frequencies with Multifrequency Oscillatory Neural Networks

Author(s): Nil Dinç; Filip Sabo; Aida Todri‐Sanial
Published in: Advanced Intelligent Discovery, 2025, ISSN 0000-0000
Publisher: Wiley
DOI: 10.1002/AIDI.202500152

Solving Sudoku using oscillatory neural networks

Author(s): Bram F Haverkort, Federico Sbravati, Stefan Porfir, Aida Todri-Sanial
Published in: Neuromorphic Computing and Engineering, Issue 6, 2026, ISSN 2634-4386
Publisher: IOP Publishing
DOI: 10.1088/2634-4386/AE65D4

Computing with oscillators from theoretical underpinnings to applications and demonstrators

Author(s): Todri-Sanial, Aida; Delacour, Corentin; Abernot, Madeleine; Sabo, Filip
Published in: npj Unconventional Computing, 2024, ISSN 3004-8672
Publisher: https://www.nature.com/articles/s44335-024-00015
DOI: 10.1038/S44335-024-00015-Z