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

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

Publications

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

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

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

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

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

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