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

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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