Mathieu Léonardon
Home
Project
Publications
Contact
CV
Publications
Type
Conference paper
Journal article
Thesis
Date
2022
2021
2019
2018
2017
Investigating the Not-So-Obvious Effects of Structured Pruning
Structured pruning is a popular method to reduce the cost of convolutional neural networks. However, depending on the architecture, …
Hugo Tessier
,
Vincent Gripon
,
Mathieu Léonardon
,
Matthieu Arzel
,
David Bertrand
,
Thomas Hannagan
PDF
MOL-based In-Memory Computing of Binary Neural Networks
Convolutional neural networks (CNN) have proven very effective in a variety of practical applications involving Artificial Intelligence …
Khaled Alhaj Ali
,
Amer Baghdadi
,
Elsa Dupraz
,
Mathieu Léonardon
,
Mostafa Rizk
,
Jean-Philippe Diguet
PDF
DOI
Rethinking Weight Decay for Efficient Neural Network Pruning
Introduced in the late 1980s for generalization purposes, pruning has now become a staple for compressing deep neural networks. Despite …
Hugo Tessier
,
Vincent Gripon
,
Mathieu Leonardon
,
Matthieu Arzel
,
Thomas Hannagan
,
David Bertrand
PDF
DOI
Using Deep Neural Networks to Predict and Improve the Performance of Polar Codes
Polar codes can theoretically achieve very competitive Frame Error Rates. In practice, their performance may depend on the chosen …
Mathieu Leonardon
,
Vincent Gripon
PDF
DOI
A Flexible and Portable Real-time DVB-S2 Transceiver using Multicore and SIMD CPUs
Software implementation of digital communication systems is more and more used in different contexts. In the case of satellite …
Adrien Cassagne
,
Mathieu Leonardon
,
Romain Tajan
,
Camille Leroux
,
Christophe Jégo
,
Olivier Aumage
,
Denis Barthou
PDF
DOI
AFF3CT: A Fast Forward Error Correction Toolbox!
AFF3CT is an open source toolbox dedicated to Forward Error Correction (FEC or channel coding). Itsupports a broad range of codes: from …
Adrien Cassagne
,
Olivier Hartmann
,
Mathieu Leonardon
,
Kun He
,
Camille Leroux
,
Romain Tajan
,
Olivier Aumage
,
Denis Barthou
,
Thibaud Tonnellier
,
Vincent Pignoly
,
Bertrand Le Gal
,
Christophe Jego
PDF
DOI
Fast and Flexible Software Polar List Decoders
Flexibility is one mandatory aspect of channel coding in modern wireless communication systems. Among other things, the channel decoder …
Mathieu Leonardon
,
Adrien Cassagne
,
Camille Leroux
,
Christophe Jego
,
Louis-Philippe Hamelin
,
Yvon Savaria
PDF
DOI
Toward High-Performance Implementation of 5G SCMA Algorithms
The recent evolution of mobile communication systems toward a 5G network is associated with the search for new types of non-orthogonal …
Alireza Ghaffari
,
Mathieu Leonardon
,
Adrien Cassagne
,
Camille Leroux
,
Yvon Savaria
PDF
DOI
Décodage de codes polaires sur des architectures programmables
Les codes polaires constituent une classe de codes correcteurs d’erreurs inventés récemment qui suscite l’intérêt des chercheurs et des …
Mathieu Leonardon
PDF
Transport Triggered Polar Decoders
In this paper, the first transport triggered architecture (TTA) customized for the decoding of polar codes is proposed. A first version …
Mathieu Leonardon
,
Camille Leroux
,
Pekka Jaaskelainen
,
Christophe Jego
,
Yvon Savaria
PDF
DOI
Custom Low Power Processor for Polar Decoding
Cloud Radio Access Network is foreseen as one of the key features of the future 5G mobile communication standard. In this context, all …
Mathieu Leonardon
,
Camille Leroux
,
David Binet
,
J. M Pierre Langlois
,
Christophe Jego
,
Yvon Savaria
PDF
Fast Simulation and Prototyping with AFF3CT
This demonstration intends to present AFF3CT (A Fast Forward 3rror Correction Tool). The main objective of AFF3CT is to provide a …
Adrien Cassagne
,
Olivier Hartmann
,
Mathieu Leonardon
,
Thibaud Tonnellier
,
Guillaume Delbergue
,
Camille Leroux
,
Romain Tajan
,
Bertrand Le Gal
,
Christophe Jego
,
Olivier Aumage
,
Denis Barthou
PDF
DOI
Cite
×