Computing linear transformations with unreliable components

Y Yang, P Grover, S Kar - IEEE Transactions on Information …, 2017 - ieeexplore.ieee.org
We consider the problem of computing a binary linear transformation when all circuit
components are unreliable. Two models of unreliable components are considered …

Density evolution and functional threshold for the noisy min-sum decoder

CK Ngassa, V Savin, E Dupraz… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
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 caused by the faulty …

Addressing unreliability in emerging devices and non-von neumann architectures using coded computing

S Dutta, H Jeong, Y Yang, V Cadambe… - Proceedings of the …, 2020 - ieeexplore.ieee.org
Computing systems are evolving rapidly. At the device level, emerging devices are
beginning to compete with traditional CMOS systems. At the architecture level, novel …

Belief propagation algorithms on noisy hardware

CH Huang, Y Li, L Dolecek - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The wide recognition that emerging nano-devices will be inherently unreliable motivates the
evaluation of information processing algorithms running on noisy hardware as well as the …

On fault tolerance of the Gallager B decoder under data-dependent gate failures

S Brkic, O Al Rasheed, P Ivaniš… - IEEE Communications …, 2015 - ieeexplore.ieee.org
In this letter, we characterize the effect of data-dependent gate failures on the performance
of the Gallager B decoder of low-density parity-check codes. We show that this type of …

Analysis and design of finite alphabet iterative decoders robust to faulty hardware

E Dupraz, D Declercq, B Vasić… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper addresses the problem of designing low-density parity check decoders robust to
transient errors introduced by faulty hardware. We assume that the faulty hardware …

Modeling and energy optimization of LDPC decoder circuits with timing violations

F Leduc-Primeau, FR Kschischang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
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 …

NSF expedition on variability-aware software: Recent results and contributions

L Wanner, L Lai, A Rahimi, M Gottscho… - it-Information …, 2015 - degruyter.com
In this paper we summarize recent results and contributions from the NSF Expedition on
Variability-Aware Software, a five year, multi-university effort to tackle the problem of …

The impact of faulty memory bit cells on the decoding of spatially-coupled LDPC codes

J Mu, A Vosoughi, J Andrade… - 2015 49th Asilomar …, 2015 - ieeexplore.ieee.org
In this paper, we investigate the decoding performance of spatially-coupled LDPC codes in
the case of faulty memory bit-cells within the storage modules of the decoder. Our study …

Energy Optimization of Faulty Quantized Min-Sum LDPC Decoders

J Nadal, M Yaoumi, E Dupraz… - … on Topics in Coding …, 2023 - ieeexplore.ieee.org
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 …