Laurent Larger

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 17

Top Topics

Pseudorandom Number

Information Hiding

Top Venues

Neural Networks

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Nadezhda Semenova, Laurent Larger, Daniel Brunner
Understanding and mitigating noise in trained deep neural networks. Neural Networks 146 (2022)
Daniel Brunner, Laurent Larger, Miguel C. Soriano
Nonlinear photonic dynamical systems for unconventional computing. CoRR (2021)
Nadezhda Semenova, Laurent Larger, Daniel Brunner
The general aspects of noise in analogue hardware deep neural networks. CoRR (2021)
Daniel Brunner, Bogdan Penkovsky, Bicky A. Marquez, M. Jaquot, I. Fischer, Laurent Larger
Tutorial: Photonic Neural Networks in Delay Systems. CoRR (2021)
Louis Andreoli, Xavier Porte, Stéphane Chrétien, Maxime Jacquot, Laurent Larger, Daniel Brunner
Boolean learning under noise-perturbations in hardware neural networks. CoRR (2020)
Xavier Porte, Louis Andreoli, Maxime Jacquot, Laurent Larger, Daniel Brunner
Reservoir-Size Dependent Learning in Analogue Neural Networks. ICANN (Workshop) (2019)
Bogdan Penkovsky, Xavier Porte, Maxime Jacquot, Laurent Larger, Daniel Brunner
Coupled nonlinear delay systems as deep convolutional neural networks. CoRR (2019)
Nadezhda Semenova, Xavier Porte, Louis Andreoli, Maxime Jacquot, Laurent Larger, Daniel Brunner
Fundamental aspects of noise in analog-hardware neural networks. CoRR (2019)
Xavier Porte, Louis Andreoli, Maxime Jacquot, Laurent Larger, Daniel Brunner
Reservoir-size dependent learning in analogue neural networks. CoRR (2019)
Johnny Moughames, Xavier Porte, Michael Thiel, Gwenn Ulliac, Maxime Jacquot, Laurent Larger, Muamer Kadic, Daniel Brunner
Three dimensional waveguide-interconnects for scalable integration of photonic neural networks. CoRR (2019)
Bogdan Penkovsky, Laurent Larger, Daniel Brunner
Efficient Design of Hardware-Enabled Recurrent Neural Networks. CoRR (2018)
Rania Mezzi, Simon Morando, Nadia Yousfi Steiner, Marie-Cécile Péra, Daniel Hissel, Laurent Larger
Multi-Reservoir Echo State Network for Proton Exchange Membrane Fuel Cell Remaining Useful Life prediction. IECON (2018)
Bicky A. Marquez, Jose Suarez-Vargas, Laurent Larger, Maxime Jacquot, Yanne K. Chembo, Daniel Brunner
Embedding in Neural Networks: A-Priori Design of Hybrid Computers for Prediction. ICRC (2017)
Julian Bueno, Sheler Maktoobi, Luc Froehly, Ingo Fischer, Maxime Jacquot, Laurent Larger, Daniel Brunner
Reinforcement Learning in a large scale photonic Recurrent Neural Network. CoRR (2017)
Lyudmila Grigoryeva, Julie Henriques, Laurent Larger, Juan-Pablo Ortega
Nonlinear Memory Capacity of Parallel Time-Delay Reservoir Computers in the Processing of Multidimensional Signals. Neural Comput. 28 (7) (2016)
Jacques M. Bahi, Xiaole Fang, Christophe Guyeux, Laurent Larger
FPGA Design for Pseudorandom Number Generator Based on Chaotic Iteration used in Information Hiding Application. CoRR (2016)
Lyudmila Grigoryeva, Julie Henriques, Laurent Larger, Juan-Pablo Ortega
Time-Delay Reservoir Computers and High-Speed Information Processing Capacity. CSE/EUC/DCABES (2016)
Lyudmila Grigoryeva, Julie Henriques, Laurent Larger, Juan-Pablo Ortega
Nonlinear memory capacity of parallel time-delay reservoir computers in the processing of multidimensional signals. CoRR (2015)
Lyudmila Grigoryeva, Julie Henriques, Laurent Larger, Juan-Pablo Ortega
Stochastic nonlinear time series forecasting using time-delay reservoir computers: Performance and universality. Neural Networks 55 (2014)
Xiaole Fang, Benjamin Wetzel, Jean-Marc Merolla, John M. Dudley, Laurent Larger, Christophe Guyeux, Jacques M. Bahi
Noise and Chaos Contributions in Fast Random Bit Sequence Generated From Broadband Optoelectronic Entropy Sources. IEEE Trans. Circuits Syst. I Regul. Pap. (3) (2014)
Laurent Larger, Roman Lavrov, Maxime Jacquot
Chaotic optical phase generated by electro-optic and optoelectronic nonlinear and nonlocal delayed feedback: Successful field experiment at 10 Gb/s. CSNDSP (2010)
Laurent Larger, Daniele Fournier-Prunaret
Route to chaos in an opto-electronic system. ECCTD (2005)