Three dimensional INtegrated PhotonIcS to RevolutionizE deep Learning

Project Information

INSPIRE

Grant agreement ID: 101044777

DOI

10.3030/101044777

EC signature date 13 June 2022

Start date 1 December 2022

End date 30 November 2027

Funded under

• European Research Council (ERC)

Total cost

€ 1 998 918,00

EU contribution

€ 1 998 918,00

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 .

Deliverables

Data Management Plan (1)

Data Management Plan

Drafting of Data Management Plan

Publications

Peer reviewed articles (5)

Principles and metrics of extreme learning machines using a highly nonlinear fiber

Author(s): Mathilde Hary, Daniel Brunner, Lev Leybov, Piotr Ryczkowski, John M. Dudley, Goëry Genty
Published in: Nanophotonics, 2025, ISSN 2192-8606
Publisher: Walter de Gruyter GmbH
DOI: 10.48550/ARXIV.2501.05233

Training of physical neural networks

Author(s): Ali Momeni, Babak Rahmani, Benjamin Scellier, Logan G. Wright, Peter L. McMahon, Clara C. Wanjura, Yuhang Li, Anas Skalli, Natalia G. Berloff, Tatsuhiro Onodera, Ilker Oguz, Francesco Morichetti, Philipp del Hougne, Manuel Le Gallo, Abu Sebastian, Azalia Mirhoseini, Cheng Zhang, Danijela Marković, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury
Published in: Nature, Issue 645, 2025, ISSN 0028-0836
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/S41586-025-09384-2

Annealing-inspired training of an optical neural network with ternary weights

Author(s): Anas Skalli, Mirko Goldmann, Nasibeh Haghighi, Stephan Reitzenstein, James A. Lott, Daniel Brunner
Published in: Communications Physics, 2024, ISSN 2399-3650
Publisher: Nature Publishing Group
DOI: 10.1038/S42005-025-01972-Y

A spiking photonic neural network of 40 000 neurons, trained with latency and rank-order coding for leveraging sparsity

Author(s): Ria Talukder, Anas Skalli, Xavier Porte, Simon Thorpe, Daniel Brunner
Published in: Neuromorphic Computing and Engineering, Issue 5, 2025, ISSN 2634-4386
Publisher: IOP Publishing
DOI: 10.48550/ARXIV.2411.19209

Optics Letters

Author(s): Andrei V. Ermolaev; Mathilde Hary; Lev Leybov; Piotr Ryczkowski; Anas Skalli; Daniel Brunner; Goëry Genty; John M. Dudley
Published in: Optics Letters, Issue 50, 2025, ISSN 0146-9592
Publisher: Optical Society of America
DOI: 10.48550/ARXIV.2503.03649