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20122026
most citedVLSI Implementation of Deep Neural Network Using Integral Stochastic Computing

260 citations · 456 across the 15 of their papers we have counts for

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6 papers · 1 filter

cs.IT2026

Sequential Automorphism Ensemble Decoding with Early Stopping

Charles Pillet, Pascal Giard, Bassant Selim +1

In this paper, a low-complexity approach for the automorphism ensemble decoder (AED) using successive cancellation (SC) as constituent decoders is proposed. The approach sequential…

cs.IT2021

Optimizing the Energy Efficiency of Unreliable Memories for Quantized Kalman Filtering

Jonathan Kern, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey +2

This paper presents a quantized Kalman filter implemented using unreliable memories. We consider that both the quantization and the unreliable memories introduce errors in the comp…

cs.IT2021

Energy Optimization of Faulty Quantized Min-Sum LDPC Decoders

Mohamed Yaoumi, Jeremy Nadal, Elsa Dupraz +2

The objective of this paper is to minimize the energy consumption of a quantized Min-Sum LDPC decoder, by considering aggressive voltage downscaling of the decoder circuit. Since l…

cs.IT2020

Noisy Density Evolution With Asymmetric Deviation Models

Elsa Dupraz, François Leduc-Primeau

This paper considers low-density parity-check (LDPC) decoders affected by deviations introduced by the electronic device on which the decoder is implemented. Noisy density evolutio…

cs.IT2016★ 14 cited

Stall Pattern Avoidance in Polynomial Product Codes

Carlo Condo, Francois Leduc-Primeau, Gabi Sarkis +2

Product codes are a concatenated error-correction scheme that has been often considered for applications requiring very low bit-error rates, which demand that the error floor be de…

cs.IT2015

Modeling and Energy Optimization of LDPC Decoder Circuits with Timing Violations

François Leduc-Primeau, Frank R. Kschischang, Warren J. Gross

This paper proposes a "quasi-synchronous" design approach for signal processing circuits, in which timing violations are permitted, but without the need for a hardware compensation…