Publications

Experimental Investigation of a Neuromorphic Accelerator based on Reconfigurable Photonic Chip for High-Speed Image Processing

Aris Tsirigotis, George Sarantoglou, Stavros Deligiannidi, Erica Sánchez, David Sánchez, Ana Gutiérrez, Adonis Bogris, Jose Capmany, Charis Mesaritakis

ECOC 2024

Experimental Investigation of a M-QAM Receiver Based on Recurrent Optical Spectrum Slicing and Direct Detection

Kostas Sozos, Francesco Da Ros, Metodi P. Yankov, Stavros Deligiannidis, George Sarantoglou, Charis Mesaritakis, Adonis Bogris

ECOC 2024

Integrated Photonic Lattice Filter for Accelerating Deep Convolutional Networks

Filipovich, M. J., Horst, F., & Offrein, B. J.

NeurIPS 2024 Workshop Machine Learning with new Compute Paradigms.

Experimental Investigation of a Recurrent Optical Spectrum Slicing Receiver for Intensity Modulation/Direct Detection systems using Programmable Photonics

Sozos, Kostas

Journal of Lightwave Technology (2024)

Physics-informed machine learning for programmable photonic circuits

Teofilovic, Isidora, Darko Zibar, and Francesco Da Ros

Machine Learning in Photonics. Vol. 13017. SPIE, 2024

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

Gouda, Muhammed, Steve Abreu, and Peter Bienstman

2024 24th International Conference on Transparent Optical Networks (ICTON). IEEE, 2024

Surrogate gradient learning in spiking networks trained on event-based cytometry dataset.”

Gouda, Muhammed, Steven Abreu, and Peter Bienstman

Optics Express 32.9 (2024): 16260-16272

Pseudo-Random Generator based on a Photonic Neuromorphic Physical Unclonable Function

Dermanis, Dimitris

arXiv preprint arXiv:2402.14876 (2024)

Thermal Crosstalk Modelling and Compensation Methods for Programmable Photonic Integrated Circuits

Teofilovic, Isidora

arXiv preprint arXiv:2404.10589 (2024)

Photonic Neuromorphic Accelerators for Event-Based Imaging Flow Cytometry

Tsilikas, Ioannis

arXiv preprint arXiv:2404.10564 (2024).

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

De Prins, Robbe, Guy Van der Sande, and Peter Bienstman

Scientific Reports 14.1 (2024): 12322

Photonic Neuromorphic Accelerator for Convolutional Neural Networks based on an Integrated Reconfigurable Mesh

Tsirigotis, Aris

arXiv preprint arXiv:2405.06434 (2024)

Emerging opportunities and challenges for the future of reservoir computing

Yan, Min

Nature Communications 15.1 (2024): 2056

Hybrid photonic integrated circuits for neuromorphic computing

Rongyang Xu

Optical Materials Express, 13, 12, (2023), (3553)

Recurrent Optical Spectrum Slicing Receiver for Power Fading Mitigation in Highly Dispersive Links using Programmable Photonics

Sozos, K

2024 IEEE Photonics Conference

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

Genzini Maddalena

Proc. SPIE 12993, Quantum Technologies 2024, 1299305

All-Optical, Reconfigurable and Power Independent Neural Activation Function by Means of Phase Modulation

G. Sarantoglou, A. Bogris, and C. Mesaritakis

https://arxiv.org/abs/2402.03778

Machine learning meets photonics

F. Da Ros, M. Yankov, and D. Zibar

https://www.spiedigitallibrary.org/conference-proceedings-of-spie/12655/126550C/Machine-learning-meets-photonics/10.1117/12.2676656.short#_=_

Multimode Fabry-Perot laser as a reservoir computing and extreme learning machine photonic accelerator

M. Skontranis, G. Sarantoglou, K. Sozos, T. Kamalakis, C. Mesaritakis, and A. Bogris

https://iopscience.iop.org/article/10.1088/2634-4386/ad025b/meta

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

S. Abreu, M. Gouda, A. Lugnan, and P. Bienstman

http://arxiv.org/abs/2303.10632

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