Laurent Larger

According to our database, Laurent Larger authored at least 20 papers between 2005 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Understanding and mitigating noise in trained deep neural networks.

Nadezhda Semenova, Laurent Larger, Daniel Brunner

Neural Networks, 2022

2021

Tutorial: Photonic Neural Networks in Delay Systems.

Daniel Brunner, Bogdan Penkovsky, Bicky A. Marquez, M. Jaquot, I. Fischer, Laurent Larger

CoRR, 2021

Nonlinear photonic dynamical systems for unconventional computing.

Daniel Brunner, Laurent Larger, Miguel C. Soriano

CoRR, 2021

The general aspects of noise in analogue hardware deep neural networks.

Nadezhda Semenova, Laurent Larger, Daniel Brunner

CoRR, 2021

2020

Boolean learning under noise-perturbations in hardware neural networks.

Louis Andreoli, Xavier Porte, Stéphane Chrétien, Maxime Jacquot, Laurent Larger, Daniel Brunner

CoRR, 2020

2019

Three dimensional waveguide-interconnects for scalable integration of photonic neural networks.

Johnny Moughames, Xavier Porte, Michael Thiel, Gwenn Ulliac, Maxime Jacquot, Laurent Larger, Muamer Kadic, Daniel Brunner

CoRR, 2019

Fundamental aspects of noise in analog-hardware neural networks.

Nadezhda Semenova, Xavier Porte, Louis Andreoli, Maxime Jacquot, Laurent Larger, Daniel Brunner

CoRR, 2019

Coupled nonlinear delay systems as deep convolutional neural networks.

Bogdan Penkovsky, Xavier Porte, Maxime Jacquot, Laurent Larger, Daniel Brunner

CoRR, 2019

Reservoir-Size Dependent Learning in Analogue Neural Networks.

Xavier Porte, Louis Andreoli, Maxime Jacquot, Laurent Larger, Daniel Brunner

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018

Efficient Design of Hardware-Enabled Recurrent Neural Networks.

Bogdan Penkovsky, Laurent Larger, Daniel Brunner

CoRR, 2018

Multi-Reservoir Echo State Network for Proton Exchange Membrane Fuel Cell Remaining Useful Life prediction.

Rania Mezzi, Simon Morando, Nadia Yousfi Steiner, Marie-Cécile Péra, Daniel Hissel, Laurent Larger

Proceedings of the IECON 2018, 2018

2017

Reinforcement Learning in a large scale photonic Recurrent Neural Network.

Julian Bueno, Sheler Maktoobi, Luc Froehly, Ingo Fischer, Maxime Jacquot, Laurent Larger, Daniel Brunner

CoRR, 2017

Embedding in Neural Networks: A-Priori Design of Hybrid Computers for Prediction.

Bicky A. Marquez, Jose Suarez-Vargas, Laurent Larger, Maxime Jacquot, Yanne K. Chembo, Daniel Brunner

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

2016

Nonlinear Memory Capacity of Parallel Time-Delay Reservoir Computers in the Processing of Multidimensional Signals.

Lyudmila Grigoryeva, Julie Henriques, Laurent Larger, Juan-Pablo Ortega

Neural Comput., 2016

FPGA Design for Pseudorandom Number Generator Based on Chaotic Iteration used in Information Hiding Application.

Jacques M. Bahi, Xiaole Fang, Christophe Guyeux, Laurent Larger

CoRR, 2016

Time-Delay Reservoir Computers and High-Speed Information Processing Capacity.

Lyudmila Grigoryeva, Julie Henriques, Laurent Larger, Juan-Pablo Ortega

Proceedings of the 2016 IEEE Intl Conference on Computational Science and Engineering, 2016

2014

Noise and Chaos Contributions in Fast Random Bit Sequence Generated From Broadband Optoelectronic Entropy Sources.

Xiaole Fang, Benjamin Wetzel, Jean-Marc Merolla, John M. Dudley, Laurent Larger, Christophe Guyeux, Jacques M. Bahi

IEEE Trans. Circuits Syst. I Regul. Pap., 2014

Stochastic nonlinear time series forecasting using time-delay reservoir computers: Performance and universality.

Lyudmila Grigoryeva, Julie Henriques, Laurent Larger, Juan-Pablo Ortega

Neural Networks, 2014

2010

Chaotic optical phase generated by electro-optic and optoelectronic nonlinear and nonlocal delayed feedback: Successful field experiment at 10 Gb/s.

Laurent Larger, Roman Lavrov, Maxime Jacquot

Proceedings of the 7th International Symposium on Communication Systems Networks and Digital Signal Processing, 2010

2005

Route to chaos in an opto-electronic system.

Laurent Larger, Daniele Fournier-Prunaret

Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005