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Fast and Accurate Output Error Estimation for Memristor-Based Deep Neural Networks

Jonathan Kern , Sébastien Henwood , Gonçalo Mordido , Elsa Dupraz , Abdeldjalil Aïssa-El-Bey , et al.
IEEE Transactions on Signal Processing, 2024, 72, pp.1205-1218. ⟨10.1109/TSP.2024.3369423⟩
Article dans une revue hal-04516479v1
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A Deeply Pipelined, Highly Parallel and Flexible LDPC Decoder

Jérémy Nadal , Mickaël Fiorentino , Elsa Dupraz , François Leduc-Primeau
Newcas 2020, Jun 2020, Montreal, Canada. ⟨10.1109/NEWCAS49341.2020.9159808⟩
Communication dans un congrès hal-02925057v1
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Noisy In-Memory Recursive Computation with Memristor Crossbars

Elsa Dupraz , Lav Varshney
ISIT 2020 : International Symposium on Information Theory, Jun 2020, Los Angeles, United States. ⟨10.1109/ISIT44484.2020.9174364⟩
Communication dans un congrès hal-02925048v1

LDPC-based Joint Source Channel Coding and Decoding Strategies for single relay cooperative communications

Marwa Ben Abdessalem , Amin Zribi , Tadashi Matsumoto , Elsa Dupraz , Ammar Bouallegue
Physical Communication, 2020, 38, pp.100947. ⟨10.1016/j.phycom.2019.100947⟩
Article dans une revue hal-02436786v1
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Optimal Reference Selection for Random Access in Predictive Coding Schemes

Mai Quyen Pham , Aline Roumy , Thomas Maugey , Elsa Dupraz , Michel Kieffer
IEEE Transactions on Communications, 2020, 68 (9), pp.5819-5833. ⟨10.1109/TCOMM.2020.3002937⟩
Article dans une revue hal-02925113v1
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Self-Corrected Belief-Propagation Decoder for Source Coding with Unknown Source Statistics

Elsa Dupraz , Mohamed Yaoumi
IEEE Communications Letters, 2021, Volume 25 (Issue: 7), pp.2133 - 2137. ⟨10.1109/LCOMM.2021.3075110⟩
Article dans une revue hal-03337231v1

Decentralized clustering algorithm over compressed data

Elsa Dupraz , Dominique Pastor
National Conference on Information Theory and Complex Systems (TINKOS), Jun 2018, Belgrade, Serbia
Communication dans un congrès hal-01847318v1

Uniformly reweighted APP decoder for memory efficient decoding of LDPC Codes

Velimir Ilic , Elsa Dupraz , David Declercq , Bane Vasic
2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton), Sep 2014, Monticello, France. ⟨10.1109/ALLERTON.2014.7028595⟩
Communication dans un congrès hal-01742741v1

Evaluation of the robustness of LDPC encoders to hardware noise

Elsa Dupraz , David Declercq
2015 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), May 2015, Constanta, France. ⟨10.1109/BlackSeaCom.2015.7185092⟩
Communication dans un congrès hal-01742744v1
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Source Coding with Side Information at the Decoder and Uncertain Knowledge of the Correlation

Elsa Dupraz , Aline Roumy , Michel Kieffer
IEEE Transactions on Communications, 2014, 62 (1), pp.269 - 279. ⟨10.1109/TCOMM.2013.120413.130102⟩
Article dans une revue hal-00935847v1
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Towards an Accurate High-Level Energy Model for LDPC Decoders

Jérémy Nadal , Simon Brown , Elsa Dupraz , François Leduc-Primeau
ISTC 2021: IEEE International Symposium on Topics in Coding, Aug 2021, Montreal, Canada. ⟨10.1109/ISTC49272.2021.9594187⟩
Communication dans un congrès hal-03337106v1
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MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN Accelerators

Jonathan Kern , Sébastien Henwood , Gonçalo Mordido , Elsa Dupraz , Abdeldjalil Aissa El Bey , et al.
IEEE international Conference on Artificial Intelligence Circuits and Systems (AICAS) 2022, Jun 2022, Incheon, South Korea. ⟨10.1109/AICAS54282.2022.9869978⟩
Communication dans un congrès hal-03654471v1

Generic Architectures for Uniformly Reweighted APP Decoders

Velimir Ilic , Elsa Dupraz , Bane Vasic
TELSIKS 2017 : 13th International Conference on Advanced Technologies, Systems, and Services in Telecommunications, Oct 2017, Nis, Serbia. ⟨10.1109/TELSKS.2017.8246286⟩
Communication dans un congrès hal-01759092v1
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Energy Optimization of Quantized Min-Sum Decoders for Protograph-Based LDPC Codes

Mohamed Yaoumi , Elsa Dupraz , François Leduc-Primeau , Frédéric Guilloud
Annals of Telecommunications - annales des télécommunications, 2020, ⟨10.1007/s12243-020-00804-0⟩
Article dans une revue hal-02925044v2

Rate-adaptive LDPC code construction for Free-Viewpoint Television

Fangping Ye , Elsa Dupraz , Karine Amis Cavalec
National Conference on Information Theory and Complex Systems (TINKOS),, Jun 2018, Belgrade, Serbia
Communication dans un congrès hal-01847319v1

Finite alphabet iterative decoders robust to faulty hardware: Analysis and selection

Elsa Dupraz , David Declercq , Bane Vasic , Valentin Savin
2014 8th International Symposium on Turbo Codes and Iterative Information Processing (ISTC), Aug 2014, Bremen, France. ⟨10.1109/ISTC.2014.6955095⟩
Communication dans un congrès hal-01742739v1
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Transmission and Storage Rates for Sequential Massive Random Access

Elsa Dupraz , Thomas Maugey , Aline Roumy , Michel Kieffer
2018
Pré-publication, Document de travail hal-01799016v1
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Rate-Distortion Performance of Sequential Massive Random Access to Gaussian Sources with Memory

Elsa Dupraz , Thomas Maugey , Aline Roumy , Michel Kieffer
DCC 2018 - Data compression conference, Mar 2018, Snowbird, United States. pp.1-10, ⟨10.1109/dcc.2018.00059⟩
Communication dans un congrès hal-01759076v1
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Channel Model with Memory for DNA Data Storage with Nanopore Sequencing

Belaid Hamoum , Elsa Dupraz , Laura Conde-Canencia , Dominique Lavenier
ISTC 2021: 11th International Symposium on Topics in Coding, Aug 2021, Montreal, Canada. pp.1-5, ⟨10.1109/ISTC49272.2021.9594243⟩
Communication dans un congrès hal-03337117v1
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Practical Coding Scheme for Universal Source Coding with Side Information at the Decoder

Elsa Dupraz , Aline Roumy , Michel Kieffer
Data Compression Conference, Mar 2013, Snowbird, United States. pp.1-11
Communication dans un congrès hal-00819491v1
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Density Evolution for the Design of Non-Binary Low Density Parity Check Codes for Slepian-Wolf Coding

Elsa Dupraz , Valentin Savin , Michel Kieffer
IEEE Transactions on Communications, 2015, 63 (1), pp.25-36. ⟨10.1109/TCOMM.2014.2382126⟩
Article dans une revue hal-01259462v1

Energy-Efficient Machine Learning Algorithms

Elsa Dupraz , Lav Varshney
The 7th Conference on Information Theory and Complex Systems (TINKOS 2019), Oct 2019, Belgrade, Serbia
Communication dans un congrès hal-02925052v1

Practical LDPC encoders robust to hardware errors

Elsa Dupraz , Valentin Savin , Satish Kumar Grandhi , Emanuel Popovici , David Declercq
ICC 2016 : International Conference on Communications, May 2016, Kuala Lumpur, Malaysia. pp.1 - 6, ⟨10.1109/ICC.2016.7511552⟩
Communication dans un congrès hal-01444299v1
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Universal Wyner-Ziv Coding for Gaussian Sources

Elsa Dupraz , Aline Roumy , Michel Kieffer
ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.1-4, ⟨10.1109/icassp.2013.6638640⟩
Communication dans un congrès hal-00819493v1

A statistical signal processing approach to clustering over compressed data

Elsa Dupraz , Dominique Pastor , François-Xavier Socheleau
ICASSP 2018 : IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. ⟨10.1109/ICASSP.2018.8462355⟩
Communication dans un congrès hal-01759073v1
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Codage de sources avec information adjacente et connaissance incertaine des corrélations

Elsa Dupraz
Autre [cond-mat.other]. Université Paris Sud - Paris XI, 2013. Français. ⟨NNT : 2013PA112301⟩
Thèse tel-01136663v2
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Optimizing the Energy Efficiency of Unreliable Memories for Quantized Kalman Filtering

Jonathan Kern , Elsa Dupraz , Abdeldjalil Aissa El Bey , Lav R Varshney , François Leduc-Primeau
Sensors, 2022, Special Issue Machine Learning, Signal, and/or Image Processing Methods to Enhance Environmental Sensors, 22 (3), pp.853. ⟨10.3390/s22030853⟩
Article dans une revue hal-03540228v1

Optimization of Protograph LDPC Codes based on High-Level Energy Models

Mohamed Yaoumi , François Leduc-Primeau , Elsa Dupraz , Frédéric Guilloud
ISWCS 2019 : 16th International Symposium on Wireless Communication Systems, Aug 2019, Oulu, Finland. ⟨10.1109/ISWCS.2019.8877353⟩
Communication dans un congrès hal-02277716v1
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Test d'hypothèses distribué pour des modèles de sources générales non-iid, non-stationnaires, et non-ergodiques

Ismaila Salihou Adamou , Elsa Dupraz , Tadashi Matsumoto
GRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.1061-1064
Communication dans un congrès hal-04184078v1

Short Length Non-binary Rate-Adaptive LDPC Codes for Slepian-Wolf Source Coding

Zeina Mheich , Elsa Dupraz
WCNC 2018 : IEEE Wireless Communications and Networking Conference, Apr 2018, Barcelone, Spain. ⟨10.1109/WCNC.2018.8377291⟩
Communication dans un congrès hal-01721764v1