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

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

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

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

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

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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