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louis Andréoli
louis Andréoli
FEMTO-ST Institute, Université de Bourgogne Franche-Comté
Adresse e-mail validée de femto-st.fr
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Fundamental aspects of noise in analog-hardware neural networks
N Semenova, X Porte, L Andreoli, M Jacquot, L Larger, D Brunner
Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (10), 2019
402019
Diffractive coupling for photonic networks: how big can we go?
S Maktoobi, L Froehly, L Andreoli, X Porte, M Jacquot, L Larger, ...
IEEE Journal of Selected Topics in Quantum Electronics 26 (1), 1-8, 2019
332019
Fast autofocusing using tiny transformer networks for digital holographic microscopy
S Cuenat, L Andréoli, AN André, P Sandoz, GJ Laurent, R Couturier, ...
Optics Express 30 (14), 24730-24746, 2022
182022
Boolean learning under noise-perturbations in hardware neural networks
L Andreoli, X Porte, S Chrétien, M Jacquot, L Larger, D Brunner
Nanophotonics 9 (13), 4139-4147, 2020
182020
Asymmetric noise sensitivity of pulse trains in an excitable microlaser with delayed optical feedback
S Terrien, B Krauskopf, NGR Broderick, L Andréoli, F Selmi, R Braive, ...
Physical Review A 96 (4), 043863, 2017
162017
Optical pumping of quantum dot micropillar lasers
L Andreoli, X Porte, T Heuser, J Große, B Moeglen-Paget, L Furfaro, ...
Optics Express 29 (6), 9084-9097, 2021
152021
100 Gbps and 45-mode multi-plane-light-conversion-based turbulence mitigation for free space optical communication
T Michel, A Orieux, C Dautancourt, T Luttman, S Bernard, C Autebert, ...
Free-Space Laser Communications XXXV 12413, 1241310, 2023
32023
Analog computing on spiking photonic neural networks
R Talukder, A Skalli, L Andreoli, D Brunner
EPFL-Photonic days, 2021
12021
Reinforcement Learning in a Large Scale Photonic Network
L Andreoli, S Maktoobi, L Larger, M Jacquot, X Porte, D Brunner
Nonlinear Optics, NTh1A. 2, 2019
12019
Reservoir-size dependent learning in analogue neural networks
X Porte, L Andreoli, M Jacquot, L Larger, D Brunner
Artificial Neural Networks and Machine Learning–ICANN 2019: Workshop and …, 2019
12019
Reinforcement Learning in a Large Scale Photonic Network
S Maktoobi, L Andreoli, L Larger, M Jacquot, D Brunner
Conference on Lasers and Electro-Optics/Pacific Rim, W1D. 4, 2018
12018
Inter-modal Raman amplification in space-division multiplexed systems
M Zitelli, L Andreoli, C Autebert, JP Gauthier, G Labroille, S Wabnitz
Optical Fiber Technology 86, 103854, 2024
2024
Convergence and scaling of Boolean-weight optimization for hardware reservoirs
L Andreoli, S Chrétien, X Porte, D Brunner
arXiv preprint arXiv:2305.07908, 2023
2023
Nouvelles architectures de réseaux de neurones profonds pour un autofocus rapide en microscopie holographique numérique
L Andreoli, S Cuenat, JEB Carcaño, A André, P Sandoz, R Couturier, ...
Congrès général Optique de la Société Française d'Optique, 2022
2022
Extended autofocusing capabilities in digital holographic microscopy with transformer neural networks
L Andréoli, S Cuenat, AN André, P Sandoz, R Couturier, GJ Laurent, ...
Unconventional Optical Imaging III, PC1213616, 2022
2022
Extended machine vision-control capabilities using digital holography and transformer neural networks
L Andréoli, S Cuenat, AN André, P Sandoz, R Couturier, GJ Laurent, ...
AI and Optical Data Sciences III, PC1201903, 2022
2022
Fast Autofocusing using Tiny Networks for Digital Holographic Microscopy
S Cuenat, L Andréoli, AN André, P Sandoz, GJ Laurent, R Couturier, ...
arXiv e-prints, arXiv: 2203.07772, 2022
2022
Self-autofocusing using deep learning for digital holography and applied to position measurement
S Cuenat, A André, L Andreoli, P Sandoz, R Couturier, G Laurent, ...
21th International Symposium on Optomechatronic Technology, 2021
2021
Spatial recurrent neural networks: from electro-optical towards all-optical
L Andreoli
Université Bourgogne Franche-Comté, 2021
2021
General considerations for (photonic) neural networks implemented in hardware
D Brunner, L Andreoli, X Porte, N Semenova, M Jacquot, S Chretien, ...
Yale University, 2020
2020
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