PROgraMmable integrated photonic nEuromorphic and quanTum networks for High-speed imaging, communications and sEcUrity applicationS

Project Information

PROMETHEUS

Grant agreement ID: 101070195

DOI 10.3030/101070195

EC signature date 23 June 2022

Start date 1 September 2022

End date 31 August 2025

Funded under

• Digital, Industry and Space

Total cost € 3 830 019,75

EU contribution € 3 830 019,00

Coordinated by

IPRONICS PROGRAMMABLE PHOTONICS,SL
Spain

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

Documents, reports (2)

First period report on exploitation and dissemination plans
Dissemination and Exploitation Strategy and Plan

Websites, patent fillings, videos etc. (2)

1st project press release
Project web site – to be continuously updated

Project website online

Publications

Conference proceedings (7)

Physics-informed machine learning for programmable photonic circuits

Author(s): Isidora Teofilovic, Darko Zibar, Francesco Da Ros
Published in: Machine Learning in Photonics, 2024
Publisher: SPIE
DOI: 10.1117/12.3017656

Flow cytometry with event-based vision and spiking neuromorphic hardware

Author(s): Abreu, S., Gouda, M., Lugnan, A., & Bienstman, P
Published in: In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023, ISSN 4138-4146
Publisher: IEEE
DOI: 10.1109/CVPRW59228.2023.00435

Machine learning meets photonics

Author(s): Francesco Da Ros, Metodi P Yankov, Darko Zibar
Published in: Proceedings Volume 12655, Emerging Topics in Artificial Intelligence (ETAI) 2023; 126550C (2023), 2023
Publisher: SPIE
DOI: 10.1117/12.2676656

Towards on-chip demonstration of a high-dimensional quantum random number generator

Author(s): Maddalena Genzini, Caterina Vigliar, Mujtaba Zahidy, Yunhong Ding, Siyan Zhou, Davide Bacco, Francesco Da Ros
Published in: Quantum Technologies 2024, 2024
Publisher: SPIE
DOI: 10.1117/12.3017383

Thermal Crosstalk Modeling and Compensation for Programmable Photonic Processors

Author(s): Ali Cem, David Sanchez-Jacome, Daniel Pérez-López and Francesco Da Ros
Published in: IEEE Photonic Society Conference, 2023
Publisher: IEEE
DOI: 10.36227/techrxiv.23721036.v1

Neuromorphic computing by means of recurrent spectrum slicing for next generation high baud rate transmission systems

Author(s): Adonis Bogris, Kostas Sozos, George Sarantoglou, Stavros Deligiannidis, Charis Mesaritakis
Published in: 2023 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 2023, ISSN 2376-8614
Publisher: IEEE
DOI: 10.5281/zenodo.11644076

Clustering and Classification of Fungal Cells and PMMA Microparticles: Unsupervised and Supervised Learning using K-Means, PCA, Logistic Regression and Spiking Neural Networks on Event-Based Cytometry Datasets

Author(s): Muhammed Gouda, Steve Abreu, Peter Bienstman
Published in: 2024 24th International Conference on Transparent Optical Networks (ICTON), 2024
Publisher: IEEE
DOI: 10.1109/ICTON62926.2024.10647743

Peer reviewed articles (6)

Emerging opportunities and challenges for the future of reservoir computing

Author(s): Min Yan, Can Huang, Peter Bienstman, Peter Tino, Wei Lin, Jie Sun
Published in: Nature Communications, Issue 15, 2024, ISSN 2041-1723
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/s41467-024-45187-1

Surrogate gradient learning in spiking networks trained on event-based cytometry dataset

Author(s): Muhammed Gouda, Steven Abreu, Peter Bienstman
Published in: Optics Express, Issue 32, 2024, ISSN 1094-4087
Publisher: Optica Publishing Group
DOI: 10.1364/OE.518323

Unconventional Integrated Photonic Accelerators for High-Throughput Convolutional Neural Networks

Author(s): Aris Tsirigotis, George Sarantoglou, Menelaos Skontranis, Stavros Deligiannidis, Kostas Sozos, Giannis Tsilikas, Dimitris Dermanis, Adonis Bogris , and Charis Mesaritakis
Published in: Intelligent Computing, 2023, ISSN 2771-5892
Publisher: Open Access journal published in affiliation with Zhejiang Lab
DOI: 10.34133/icomputing.0032

Experimental Investigation of a Recurrent Optical Spectrum Slicing Receiver for Intensity Modulation/Direct Detection Systems Using Programmable Photonics

Author(s): Kostas Sozos, Francesco Da Ros, Metodi P. Yankov, George Sarantoglou, Stavros Deligiannidis, Charis Mesaritakis, Adonis Bogris
Published in: Journal of Lightwave Technology, Issue 42, 2024, ISSN 0733-8724
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JLT.2024.3430489

Multimode Fabry-Perot laser as a reservoir computing and extreme learning machine photonic accelerator

Author(s): Menelaos Skontranis, George Sarantoglou, Kostas Sozos, Thomas Kamalakis, Charis Mesaritakis, and Adonis Bogris
Published in: Neuromorphic Computing and Engineering, 2023, ISSN 2634-4386
Publisher: IOPSCIENCE
DOI: 10.1088/2634-4386/ad025b

A recurrent Gaussian quantum network for online processing of quantum time series

Author(s): Robbe De Prins, Guy Van der Sande, Peter Bienstman
Published in: Scientific Reports, Issue 14, 2024, ISSN 2045-2322
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/s41598-024-61004-7

Other (3)

A Quantum Optical Recurrent Neural Network for Online Processing of Quantum Times Series

Author(s): Robbe De Prins, Guy Van der Sande, Peter Bienstman
Published in: No journal title, 2023
Publisher: ARXIV
DOI: 10.48550/arXiv.2306.00134

Training a spiking neural network on an event-based label-free flow cytometry dataset

Author(s): Gouda, Muhammed; Abreu, Steven; Lugnan, Alessio; Bienstman, Peter
Published in: No journal title, 2023
DOI: 10.48550/arxiv.2303.10632

All-Optical, Reconfigurable and Power Independent Neural Activation Function by Means of Phase Modulation

Author(s): George Sarantoglou, Adonis Bogris, Charis Mesaritakis
Published in: 2024
Publisher: ARXIV
DOI: 10.48550/arXiv.2402.03778