Xavier Porte, Anas Skalli, Nasibeh Haghighi, Stephan Reitzenstein, James A Lott and Daniel Brunner (2021),
A complete, parallel and autonomous photonic neural network in a semiconductor multimode laser,
Journal of Physics: Photonics, 29 April 2021
Andreoli, L., Porte, X., Chrétien, S., Jacquot, M., Larger, L., & Brunner, D. (2020).
Boolean learning under noise-perturbations in hardware neural networks,
Nanophotonics (published online ahead of print), 20200171.
Alessandro Lupo, Lorenz Butschek, and Serge Massar
Photonic extreme learning machine based on frequency multiplexing,
Optics Express Volume . 29,Issue 18, p. 28257-28276 (2021)
Benedikt Vettelschoss, André Röhm, Miguel C. Soriano
Information Processing Capacity of a Single-Node Reservoir Computer: An Experimental Evaluation,
IEEE Transactions on Neural Networks and Learning Systems (2021) p. 1-12
Lorenz Butschek, Akram Akrout, Evangelia Dimitriadou, Alessandro Lupo, Marc Haelterman, and Serge Massar
Photonic reservoir computer based on frequency multiplexing,
Optics Letters , Vol. 47, Issue 4, pp. 782-785 (2022)
Alessandro Lupo and Serge Massar
Parallel Extreme Learning Machines Based on Frequency Multiplexing,
Applied Sciences 12, no. 1: 214.
Benedikt Vettelschoss, André Röhm, Miguel C. Soriano
Information Processing Capacity of a Single-Node Reservoir Computer: An Experimental Evaluation,
IEEE Transactions on Neural Networks and Learning Systems (2021) p. 1-12
Mirko Goldmann, Claudio R. Mirasso, Ingo Fischer, Miguel C. Soriano
Exploiting transient dynamics of a time-multiplexed reservoir to boost the system performance
Proceedings of 2021 International Joint Conference on Neural Networks (IJCNN), 18-22 July 2021
Irene Estébanez; Shi Li; Janek Schwind; Ingo Fischer; Stephan Pachnicke; Apostolos Argyris
56 GBaud PAM-4 100 Km Transmission System With Photonic Processing Schemes
Journal of Lightwave technology, Volume 40, Issue 1
doi: 10.1109/JLT.2021.3117921
Apostolos Argyris
Photonic neuromorphic technologies in optical communications,
Nanophotonics, Volume 11 Issue 5, 2022.
doi: 10.1515/nanoph-2021-0578
Elger A. Vlieg,Lucas Talandier, Roger Dangel, Folkert Horst, Bert J. Offrein
An Integrated Photorefractive Analog Matrix-Vector Multiplier for Machine Learning, 
MDPI- Applied Sciences, 12(9), 4226, Special Issue Photonics for Optical Computing, 2022
Matteo Cucchi, Steven Abreu, Giuseppe Ciccone, Daniel Brunner, Hans Kleemann
Hands-on reservoir computing: a tutorial for practical implementation,
Neuromorphic Computing and Engineering, Volume 2, Number 3 (2022)
Xavier Porte, Anas Skalli, Nasibeh Haghighi, Stephan Reitzenstein, James A. Lott, and Daniel Brunner
Neural Network Computing using a Semiconductor Multimode Laser,
OSA Nonlinear Optics 2021 OSA Technical Digest (Optica Publishing Group, 2021)
Enrico Picco, Piotr Antonik, Serge Massar
High Speed Human Action Recognition using a Photonic Reservoir Computer
Neural Networks, Volume 165, August 2023, Pages 662-675
Mirko Goldmann, Claudio R. Mirasso, Ingo Fischer, Miguel C. Soriano
Learn one size to infer all: Exploiting translational symmetries in delay-dynamical and spatio-temporal systems using scalable neural networks
PHYSICAL REVIEW E, E 106, 044211 – Published 21 October 2022
Thomas Wang, Adam Roberts, Daniel Hesslow, Teven Le Scao, Hyung Won Chung,I z Beltagy, Julien Launay, Colin Raffel
What Language Model Architecture and Pretraining Objective Works Best for Zero-Shot Generalization?
Proceedings of the 39th International Conference on Machine Learning, PMLR 162:22964-22984, 2022.
Amélie Chatelain, Amine Djeghri, Daniel Hesslow, Julien Launay, Iacopo Poli1
Is the Number of Trainable Parameters All That Actually Matters?
Proceedings of Machine Learning Research, Volume 163
Sarah Masaad, Emmanuel Gooskens, Stijn Sackesyn, Joni Dambre and Peter Bienstman
Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers–Kronig receiver
Nanophotonics, Volume 12 Issue 5
Tigers Jonuzi, Alessandro Lupo, Miguel C. Soriano, Serge Massar, and J. D. Domenéch
Integrated programmable spectral filter for frequency-multiplexed neuromorphic computers
Optics Express Vol. 31, Issue 12, pp. 19255-19265 (2023)
Vlieg, Elger A.; Talandier, Lucas; Dangel, Roger; Horst, Folkert; Offrein, Bert J.
An integrated photorefractive analog matrix-vector multiplier for machine learning
Applied Sciences 2022, 12(9), 4226
DOI: https://doi.org/10.3390/app12094226
Elger A. Vlieg, Folkert Horst, Roger Dangel1 and Bert J. Offrein
Programmable photorefractive optical synapses in integrated photonics for neuromorphic computing
European Conference on Integrated Optics 2023