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

Información del proyecto

PROMETHEUS

Identificador del acuerdo de subvención: 101070195

DOI

10.3030/101070195

Fecha de la firma de la CE 23 Junio 2022

Fecha de inicio 1 Septiembre 2022

Fecha de finalización 31 Agosto 2026

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 3 830 019,75

Aportación de la UE

€ 3 830 019,00

Coordinado por

IPRONICS PROGRAMMABLE PHOTONICS,SL
Spain

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (7)

2nd project press release
First period report on exploitation and dissemination plans
Data Management Plan

Data Management Plan of the project

Report on the implementation and testing of first-generation prototypes
Project quality assurance manual

Website of the project on-line

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

Data sets, microdata, etc (1)

Github repository with the associated codes for neuromorphic and quantum computing

Websites, patent fillings, videos etc. (2)

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

Project website online

Publicaciones

Conference proceedings (10)

Physics-informed machine learning for programmable photonic circuits

Autores: Isidora Teofilovic, Darko Zibar, Francesco Da Ros
Publicado en: Machine Learning in Photonics, 2024
Editor: SPIE
DOI: 10.1117/12.3017656

Experimental Investigation of a M-QAM Receiver Based on Recurrent Optical Spectrum Slicing and Direct Detection

Autores: Kostas Sozos, Francesco Da Ros, Metodi P. Yankov, Stavros Deligiannidis, George Sarantoglou, Charis Mesaritakis, Adonis Bogris
Editor: ECOC 2024

Integrated Photonic Lattice Filter for Accelerating Deep Convolutional Networks

Autores: Filipovich, M. J., Horst, F., & Offrein, B. J.
Editor: Open Review

Flow cytometry with event-based vision and spiking neuromorphic hardware

Autores: Abreu, S., Gouda, M., Lugnan, A., & Bienstman, P
Publicado en: In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023, ISSN 4138-4146
Editor: IEEE
DOI: 10.1109/CVPRW59228.2023.00435

Machine learning meets photonics

Autores: Francesco Da Ros, Metodi P Yankov, Darko Zibar
Publicado en: Proceedings Volume 12655, Emerging Topics in Artificial Intelligence (ETAI) 2023; 126550C (2023), 2023
Editor: SPIE
DOI: 10.1117/12.2676656

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

Autores: Maddalena Genzini, Caterina Vigliar, Mujtaba Zahidy, Yunhong Ding, Siyan Zhou, Davide Bacco, Francesco Da Ros
Publicado en: Quantum Technologies 2024, 2024
Editor: SPIE
DOI: 10.1117/12.3017383

Thermal Crosstalk Modeling and Compensation for Programmable Photonic Processors

Autores: Ali Cem, David Sanchez-Jacome, Daniel Pérez-López and Francesco Da Ros
Publicado en: IEEE Photonic Society Conference, 2023
Editor: IEEE
DOI: 10.36227/TECHRXIV.23721036.V1

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

Autores: Adonis Bogris, Kostas Sozos, George Sarantoglou, Stavros Deligiannidis, Charis Mesaritakis
Publicado en: 2023 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 2023, ISSN 2376-8614
Editor: IEEE
DOI: 10.5281/zenodo.11644076

Experimental Investigation of a Neuromorphic Accelerator based on Reconfigurable Photonic Chip for High-Speed Image Processing

Autores: Aris Tsirigotis, George Sarantoglou, Stavros Deligiannidi, Erica Sánchez, David Sánchez, Ana Gutiérrez, Adonis Bogris, Jose Capmany, Charis Mesaritakis
Editor: ECOC 2024

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

Autores: Muhammed Gouda, Steve Abreu, Peter Bienstman
Publicado en: 2024 24th International Conference on Transparent Optical Networks (ICTON), 2024
Editor: IEEE
DOI: 10.1109/ICTON62926.2024.10647743

Peer reviewed articles (7)

Emerging opportunities and challenges for the future of reservoir computing

Autores: Min Yan, Can Huang, Peter Bienstman, Peter Tino, Wei Lin, Jie Sun
Publicado en: Nature Communications, Edición 15, 2024, ISSN 2041-1723
Editor: 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

Autores: Muhammed Gouda, Steven Abreu, Peter Bienstman
Publicado en: Optics Express, Edición 32, 2024, ISSN 1094-4087
Editor: Optica Publishing Group
DOI: 10.1364/OE.518323

Unconventional Integrated Photonic Accelerators for High-Throughput Convolutional Neural Networks

Autores: Aris Tsirigotis, George Sarantoglou, Menelaos Skontranis, Stavros Deligiannidis, Kostas Sozos, Giannis Tsilikas, Dimitris Dermanis, Adonis Bogris , and Charis Mesaritakis
Publicado en: Intelligent Computing, 2023, ISSN 2771-5892
Editor: 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

Autores: Kostas Sozos, Francesco Da Ros, Metodi P. Yankov, George Sarantoglou, Stavros Deligiannidis, Charis Mesaritakis, Adonis Bogris
Publicado en: Journal of Lightwave Technology, Edición 42, 2024, ISSN 0733-8724
Editor: 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

Autores: Menelaos Skontranis, George Sarantoglou, Kostas Sozos, Thomas Kamalakis, Charis Mesaritakis, and Adonis Bogris
Publicado en: Neuromorphic Computing and Engineering, 2023, ISSN 2634-4386
Editor: IOPSCIENCE
DOI: 10.1088/2634-4386/ad025b

Optical Materials Express

Autores: Rongyang Xu, et al
Publicado en: Optical Materials Express, ISSN 2159-3930
Editor: Optical Society of America
DOI: 10.1364/OME.13.003553

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

Autores: Robbe De Prins, Guy Van der Sande, Peter Bienstman
Publicado en: Scientific Reports, Edición 14, 2024, ISSN 2045-2322
Editor: Springer Science and Business Media LLC
DOI: 10.1038/s41598-024-61004-7

Other (6)

Photonic Neuromorphic Accelerator for Convolutional Neural Networks based on an Integrated Reconfigurable Mesh

Autores: Tsirigotis, Aris, et al
Editor: arxiv

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

Autores: Robbe De Prins, Guy Van der Sande, Peter Bienstman
Publicado en: No journal title, 2023
Editor: ARXIV
DOI: 10.48550/arXiv.2306.00134

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

Autores: Gouda, Muhammed; Abreu, Steven; Lugnan, Alessio; Bienstman, Peter
Publicado en: No journal title, 2023
DOI: 10.48550/arxiv.2303.10632

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

Autores: George Sarantoglou, Adonis Bogris, Charis Mesaritakis
Publicado en: 2024
Editor: ARXIV
DOI: 10.48550/arXiv.2402.03778

Pseudo-Random Generator based on a Photonic Neuromorphic Physical Unclonable Function

Autores: Dermanis, Dimitris, et al.
Editor: arxiv

Recurrent Optical Spectrum Slicing Receiver for Power Fading Mitigation in Highly Dispersive Links using Programmable Photonics

Autores: Sozos, K, et al.
Editor: arxiv