A complete, parallel and autonomous photonic neural network in a semiconductor multimode laser X Porte, A Skalli, N Haghighi, S Reitzenstein, JA Lott, D Brunner Journal of Physics: Photonics 3 (2), 024017, 2021 | 63 | 2021 |
Photonic neuromorphic computing using vertical cavity semiconductor lasers A Skalli, J Robertson, D Owen-Newns, M Hejda, X Porte, S Reitzenstein, ... Optical Materials Express 12 (6), 2395-2414, 2022 | 45 | 2022 |
Deterministic integration of hBN emitter in silicon nitride photonic waveguide AW Elshaari, A Skalli, S Gyger, M Nurizzo, L Schweickert, ... Advanced Quantum Technologies 4 (6), 2100032, 2021 | 41 | 2021 |
Computational metrics and parameters of an injection-locked large area semiconductor laser for neural network computing A Skalli, X Porte, N Haghighi, S Reitzenstein, JA Lott, D Brunner Optical Materials Express 12 (7), 2793-2804, 2022 | 19 | 2022 |
Analog computing on spiking photonic neural networks R Talukder, A Skalli, L Andreoli, D Brunner EPFL-Photonic days, 2021 | 1 | 2021 |
Hybrid integration of hBN quantum sources in SiN photonic circuits A Skalli | 1 | 2020 |
A high speed fully trainable laser-based neural network A Skalli, M Goldmann, N Haghighi, M Gebski, S Reitzenstein, ... Machine Learning in Photonics, PC130170R, 2024 | | 2024 |
A photonics perspective on computing with physical substrates S Abreu, I Boikov, M Goldmann, T Jonuzi, A Lupo, S Masaad, L Nguyen, ... Reviews in Physics, 100093, 2024 | | 2024 |
Training of Physical Neural Networks A Momeni, B Rahmani, B Scellier, LG Wright, PL McMahon, CC Wanjura, ... arXiv preprint arXiv:2406.03372, 2024 | | 2024 |
Autoencoders for compressive sampling in a high-dimensional ultra-fast optical system M Hary, A Skalli, JM Dudley, D Brunner, G Genty AI and Optical Data Sciences V 12903, 153-155, 2024 | | 2024 |
Scalable integration and application of laser neural networks A Skalli, AG i Vallmajó, R Lance, X Porte, D Brunner Smart Photonic and Optoelectronic Integrated Circuits 2024, PC1289005, 2024 | | 2024 |
Online learning strategies for optical neural networks M Goldmann, A Skalli, D Brunner Emerging Topics in Artificial Intelligence (ETAI) 2023, PC1265514, 2023 | | 2023 |
A high performance fully tunable laser-based neural network A Skalli, M Goldmann, X Porte, N Haghighi, S Reitzenstein, JA Lott, ... Nonlinear Optics, Tu3B. 2, 2023 | | 2023 |
A 3-layer injection-locked multimode semiconductor laser neural network E Robertson, A Skalli, R Lance, X Porte, J Wolters, D Brunner European Quantum Electronics Conference, jsiii_p_1, 2023 | | 2023 |
Study of the C-band dynamical response of an injection locked LA-EEL for fully integrated telecommunication data processing R Lance, A Skalli, X Porte, D Brunner European Quantum Electronics Conference, jsiii_p_3, 2023 | | 2023 |
Scalable and autonomous photonic neural networks A Grabulosa, A Skalli, J Moughames, X Porte, D Brunner 2023 Conference on Lasers and Electro-Optics Europe & European Quantum …, 2023 | | 2023 |
A Large Photonic Spiking Neural Network R Talukder, A Skalli, D Brunner The European Conference on Lasers and Electro-Optics, jsiii_5_3, 2023 | | 2023 |
An autonomous semiconductor laser neural network A Skalli, X Porte, N Haghighi, S Reitzenstein, JA Lott, D Brunner European Quantum Electronics Conference, jsiii_2_4, 2023 | | 2023 |
Versatile DMDs as input information platform and trainable weights in optical neural networks A Skalli, X Porte, D Brunner Emerging Digital Micromirror Device Based Systems and Applications XV, PC1243502, 2023 | | 2023 |
Fully (implemented, scalable, and parallel) recurrent photonic neural networks in multimode semiconductor lasers A Skalli, X Porte, N Haghighi, J Lott, S Reitzenstein, D Brunner AI and Optical Data Sciences IV, PC124380G, 2023 | | 2023 |