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 | 40 | 2019 |
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 | 33 | 2019 |
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 | 18 | 2022 |
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 | 18 | 2020 |
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 | 16 | 2017 |
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 | 15 | 2021 |
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 | 3 | 2023 |
Analog computing on spiking photonic neural networks R Talukder, A Skalli, L Andreoli, D Brunner EPFL-Photonic days, 2021 | 1 | 2021 |
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 | 1 | 2019 |
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 | 1 | 2019 |
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 | 1 | 2018 |
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 |