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

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

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

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

Project website online

Publicaciones

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

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

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

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

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

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

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