Search Results - "Dupraz, Elsa"

Channel Model and Decoder With Memory for DNA Data Storage With Nanopore Sequencing by Hamoum, Belaid, Dupraz, Elsa

“…This paper investigates channel coding for DNA data storage, a recent and emerging paradigm in which both substitution errors and synchronization errors…”
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An End-to-End Scheme for Learning Over Compressed Data Transmitted Through a Noisy Channel by Tasdighi, Alireza, Dupraz, Elsa

“…Within the emerging area of goal-oriented communications, this paper introduces a novel end-to-end transmission scheme dedicated to learning over a noisy…”
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Optimizing the Energy Efficiency of Unreliable Memories for Quantized Kalman Filtering by Kern, Jonathan, Dupraz, Elsa, Aïssa-El-Bey, Abdeldjalil, Varshney, Lav R, Leduc-Primeau, François

“…This paper presents a quantized Kalman filter implemented using unreliable memories. We consider that both the quantization and the unreliable memories…”
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Self-Corrected Belief-Propagation Decoder for Source Coding With Unknown Source Statistics by Dupraz, Elsa, Yaoumi, Mohamed

“…This letter describes a practical Slepian-Wolf source coding scheme based on Low Density Parity Check (LDPC) codes. It considers the realistic setup where the…”
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Noisy Density Evolution With Asymmetric Deviation Models by Dupraz, Elsa, Leduc-Primeau, Francois

“…This paper considers low-density parity-check (LDPC) decoders affected by deviations introduced by the electronic device on which the decoder is implemented…”
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Two-Stage Successive Wyner-Ziv Lossy Forward Relaying for Lossy Communications: Rate-Distortion and Outage Probability Analyses by Matsumoto, Tad, Zribi, Amin, Asvadi, Reza, Dupraz, Elsa, Lin, Wensheng

“…This article presents in-depth rate-distortion and outage probability analyses for two-stage successive Wyner-Ziv (WZ) wireless communication networks. The…”
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Density Evolution for the Design of Non-Binary Low Density Parity Check Codes for Slepian-Wolf Coding by Dupraz, Elsa, Savin, Valentin, Kieffer, Michel

“…In this paper, we investigate the problem of designing good non-binary LDPC codes for Slepian-Wolf coding. The design method is based on Density Evolution…”
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Bit-Flipping Helper-Assisted Lossy Communications: Performance Analyses Over Fading Multiple Access Channels by Lin, Wensheng, Zribi, Amin, Asvadi, Reza, Dupraz, Elsa, Li, Lixin, Matsumoto, Tad

“…The primary objective of this article is to establish an analytical framework for evaluating the rate-distortion and the outage probability performance in…”
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Optimized Rate-Adaptive Protograph-Based LDPC Codes for Source Coding With Side Information by Ye, Fangping, Dupraz, Elsa, Mheich, Zeina, Amis, Karine

“…This paper considers the problem of source coding with side information at the decoder, also called Slepian-Wolf source coding scheme. In practical…”
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Asymptotic Error Probability of the Gallager B Decoder Under Timing Errors by Dupraz, Elsa, Declercq, David, Vasic, Bane

“…In a circuit, timing errors occur when a logic gate output does not switch before the clock rising edge. In this letter, we consider Gallager B decoders under…”
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Analysis and Design of Finite Alphabet Iterative Decoders Robust to Faulty Hardware by Dupraz, Elsa, Declercq, David, Vasic, Bane, Savin, Valentin

“…This paper addresses the problem of designing low-density parity check decoders robust to transient errors introduced by faulty hardware. We assume that the…”
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Fast and Accurate Output Error Estimation for Memristor-Based Deep Neural Networks by Kern, Jonathan, Henwood, Sebastien, Mordido, Goncalo, Dupraz, Elsa, Aissa-El-Bey, Abdeldjalil, Savaria, Yvon, Leduc-Primeau, Francois

“…Memristors allow computing in memory, which may be leveraged by deep neural network (DNN) accelerators to reduce energy footprint. However, such gains in…”
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Bit-Plane Coding in Extractable Source Coding: Optimality, Modeling, and Application to 360° Data by Ye, Fangping, Bidgoli, Navid Mahmoudian, Dupraz, Elsa, Roumy, Aline, Amis, Karine, Maugey, Thomas

“…In extractable source coding, multiple correlated sources are jointly compressed but can be individually accessed in the compressed domain. Performance is…”
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Density Evolution and Functional Threshold for the Noisy Min-Sum Decoder by Kameni Ngassa, Christiane, Savin, Valentin, Dupraz, Elsa, Declercq, David

“…This paper investigates the behavior of the Min-Sum decoder running on noisy devices. Our aim is to evaluate the robustness of the decoder to computation noise…”
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Source Coding with Side Information at the Decoder and Uncertain Knowledge of the Correlation by Dupraz, Elsa, Roumy, Aline, Kieffer, Michel

“…This paper considers the problem of lossless source coding with side information at the decoder, when the correlation model between the source and the side…”
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Optimal Reference Selection for Random Access in Predictive Coding Schemes by Pham, Mai-Quyen, Roumy, Aline, Maugey, Thomas, Dupraz, Elsa, Kieffer, Michel

“…Data acquired over long periods of time like High Definition (HD) videos or records from a sensor over long time intervals, have to be efficiently compressed,…”
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MOL-Based In-Memory Computing of Binary Neural Networks by Alhaj Ali, Khaled, Baghdadi, Amer, Dupraz, Elsa, Leonardon, Mathieu, Rizk, Mostafa, Diguet, Jean-Philippe

“…Convolutional neural networks (CNNs) have proven very effective in a variety of practical applications involving artificial intelligence (AI). However, the…”
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LDPC-based Joint Source Channel Coding and Decoding Strategies for single relay cooperative communications by Ben Abdessalem, Marwa, Zribi, Amin, Matsumoto, Tadashi, Dupraz, Elsa, Bouallègue, Ammar

“…This paper investigates new cooperative communication strategies based on Low-Density Parity-Check codes (LDPC) with Joint Source-Channel (JSC) coding and…”
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Rate-storage regions for Extractable Source Coding with side information by Dupraz, Elsa, Roumy, Aline, Maugey, Thomas, Kieffer, Michel

“…This papers considers the coding of a source X with J decoders, each having access to a different side information Y(j). We define a new source coding problem…”
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Short length non-binary rate-adaptive LDPC codes for Slepian-Wolf source coding by Mheich, Zeina, Dupraz, Elsa

“…In this paper, we consider the construction of a Slepian-Wolf source coding scheme in a context where only a small amount of data has to be transmitted to the…”
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