Computing linear transformations with unreliable components
We consider the problem of computing a binary linear transformation when all circuit
components are unreliable. Two models of unreliable components are considered …
components are unreliable. Two models of unreliable components are considered …
Density evolution and functional threshold for the noisy min-sum decoder
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 …
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
Computing systems are evolving rapidly. At the device level, emerging devices are
beginning to compete with traditional CMOS systems. At the architecture level, novel …
beginning to compete with traditional CMOS systems. At the architecture level, novel …
Belief propagation algorithms on noisy hardware
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 …
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 …
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 …
transient errors introduced by faulty hardware. We assume that the faulty hardware …
Modeling and energy optimization of LDPC decoder circuits with timing violations
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 …
in which timing violations are permitted, but without the need for a hardware compensation …
NSF expedition on variability-aware software: Recent results and contributions
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 …
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
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 …
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 …
LDPC decoder, by considering aggressive voltage downscaling of the decoder circuit. Since …