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Mathieu Léonardon
Mathieu Léonardon
IMT Atlantique
E-mail confirmado em imt-atlantique.fr - Página inicial
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Aff3ct: A fast forward error correction toolbox!
A Cassagne, O Hartmann, M Leonardon, K He, C Leroux, R Tajan, ...
SoftwareX 10, 100345, 2019
792019
Rethinking weight decay for efficient neural network pruning
H Tessier, V Gripon, M Léonardon, M Arzel, T Hannagan, D Bertrand
Journal of Imaging 8 (3), 64, 2022
382022
Toward high-performance implementation of 5G SCMA algorithms
A Ghaffari, M Leonardon, A Cassagne, C Leroux, Y Savaria
IEEE Access 7, 10402-10414, 2019
332019
Fast and flexible software polar list decoders
M Léonardon, A Cassagne, C Leroux, C Jégo, LP Hamelin, Y Savaria
Journal of Signal Processing Systems 91, 937-952, 2019
322019
Improving performance of SCMA MPA decoders using estimation of conditional probabilities
A Ghaffari, M Leonardon, Y Savaria, C Jego, C Leroux
2017 15th IEEE International New Circuits and Systems Conference (NEWCAS), 21-24, 2017
172017
Fast simulation and prototyping with AFF3CT
A Cassagne, O Hartmann, M Leonardon, T Tonnellier, G Delbergue, ...
The 20th International Workshop on Signal Processing Systems (SiPS 2017), 2017
142017
A flexible and portable real-time DVB-S2 transceiver using multicore and SIMD CPUs
A Cassagne, M Leonardon, R Tajan, C Leroux, C Jégo, O Aumage, ...
2021 11th International Symposium on Topics in Coding (ISTC), 1-5, 2021
112021
Transport triggered polar decoders
M Léonardon, C Leroux, P Jääskeläinen, C Jégo, Y Savaria
2018 IEEE 10th International Symposium on Turbo Codes & Iterative …, 2018
72018
Federated learning compression designed for lightweight communications
L Grativol, M Leonardon, G Muller, V Fresse, M Arzel
2023 30th IEEE International Conference on Electronics, Circuits and Systems …, 2023
62023
Using deep neural networks to predict and improve the performance of polar codes
M Leonardon, V Gripon
2021 11th International Symposium on Topics in Coding (ISTC), 1-5, 2021
62021
Custom low power processor for polar decoding
M Léonardon, C Leroux, D Binet, JMP Langlois, C Jégo, Y Savaria
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
52018
Leveraging structured pruning of convolutional neural networks
H Tessier, V Gripon, M Léonardon, M Arzel, D Bertrand, T Hannagan
2022 IEEE Workshop on Signal Processing Systems (SiPS), 1-6, 2022
42022
Energy consumption analysis of pruned semantic segmentation networks on an embedded gpu
H Tessier, V Gripon, M Léonardon, M Arzel, D Bertrand, T Hannagan
International Conference on System-Integrated Intelligence, 553-563, 2022
42022
MOL-based in-memory computing of binary neural networks
KA Ali, A Baghdadi, E Dupraz, M Léonardon, M Rizk, JP Diguet
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 30 (7), 869-880, 2022
42022
FLoCoRA: Federated Learning Compression with Low-Rank Adaptation
L Grativol, M Leonardon, G Muller, V Fresse, M Arzel
2024 32nd European Signal Processing Conference (EUSIPCO), 1786-1790, 2024
3*2024
Pipelined Architecture for a Semantic Segmentation Neural Network on FPGA
H Le Blevec, M Léonardon, H Tessier, M Arzel
2023 30th IEEE International Conference on Electronics, Circuits and Systems …, 2023
32023
DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables
DC Ganji, S Ashfaq, E Saboori, S Sah, S Mitra, M Askarihemmat, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
32023
Inter-operability of compression techniques for efficient deployment of cnns on microcontrollers
H Younes, HL Blevec, M Léonardon, V Gripon
International Conference on System-Integrated Intelligence, 543-552, 2022
32022
Analyzing Few-Shot Neural Architecture Search in a Metric-Driven Framework
T Ly-Manson, M Leonardon, AA El Bey, GB Hacene, L Mauch
International Conference on Automated Machine Learning AutoML24, 2024
22024
PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC
L Grativol, L Gauthier, M Leonardon, J Morlier, A Lavrard-Meyer, G Muller, ...
2024 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2024
12024
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