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

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Pubblicazioni

Physics-informed machine learning for programmable photonic circuits

Autori: Isidora Teofilovic, Darko Zibar, Francesco Da Ros
Pubblicato in: Machine Learning in Photonics, 2024
Editore: SPIE
DOI: 10.1117/12.3017656

Flow cytometry with event-based vision and spiking neuromorphic hardware

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

Machine learning meets photonics

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

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

Autori: Maddalena Genzini, Caterina Vigliar, Mujtaba Zahidy, Yunhong Ding, Siyan Zhou, Davide Bacco, Francesco Da Ros
Pubblicato in: Quantum Technologies 2024, 2024
Editore: SPIE
DOI: 10.1117/12.3017383

Thermal Crosstalk Modeling and Compensation for Programmable Photonic Processors

Autori: Ali Cem, David Sanchez-Jacome, Daniel Pérez-López and Francesco Da Ros
Pubblicato in: IEEE Photonic Society Conference, 2023
Editore: IEEE
DOI: 10.36227/techrxiv.23721036.v1

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

Autori: Adonis Bogris, Kostas Sozos, George Sarantoglou, Stavros Deligiannidis, Charis Mesaritakis
Pubblicato in: 2023 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 2023, ISSN 2376-8614
Editore: 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

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

Emerging opportunities and challenges for the future of reservoir computing

Autori: Min Yan, Can Huang, Peter Bienstman, Peter Tino, Wei Lin, Jie Sun
Pubblicato in: Nature Communications, Numero 15, 2024, ISSN 2041-1723
Editore: 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

Autori: Muhammed Gouda, Steven Abreu, Peter Bienstman
Pubblicato in: Optics Express, Numero 32, 2024, ISSN 1094-4087
Editore: Optica Publishing Group
DOI: 10.1364/OE.518323

Unconventional Integrated Photonic Accelerators for High-Throughput Convolutional Neural Networks

Autori: Aris Tsirigotis, George Sarantoglou, Menelaos Skontranis, Stavros Deligiannidis, Kostas Sozos, Giannis Tsilikas, Dimitris Dermanis, Adonis Bogris , and Charis Mesaritakis
Pubblicato in: Intelligent Computing, 2023, ISSN 2771-5892
Editore: 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

Autori: Kostas Sozos, Francesco Da Ros, Metodi P. Yankov, George Sarantoglou, Stavros Deligiannidis, Charis Mesaritakis, Adonis Bogris
Pubblicato in: Journal of Lightwave Technology, Numero 42, 2024, ISSN 0733-8724
Editore: 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

Autori: Menelaos Skontranis, George Sarantoglou, Kostas Sozos, Thomas Kamalakis, Charis Mesaritakis, and Adonis Bogris
Pubblicato in: Neuromorphic Computing and Engineering, 2023, ISSN 2634-4386
Editore: IOPSCIENCE
DOI: 10.1088/2634-4386/ad025b

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

Autori: Robbe De Prins, Guy Van der Sande, Peter Bienstman
Pubblicato in: Scientific Reports, Numero 14, 2024, ISSN 2045-2322
Editore: 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

Autori: Robbe De Prins, Guy Van der Sande, Peter Bienstman
Pubblicato in: No journal title, 2023
Editore: ARXIV
DOI: 10.48550/arXiv.2306.00134

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

Autori: Gouda, Muhammed; Abreu, Steven; Lugnan, Alessio; Bienstman, Peter
Pubblicato 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

Autori: George Sarantoglou, Adonis Bogris, Charis Mesaritakis
Pubblicato in: 2024
Editore: ARXIV
DOI: 10.48550/arXiv.2402.03778

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