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Noisy gradient descent bit-flip decoding for LDPC codes
A modified Gradient Descent Bit Flip** (GDBF) algorithm is proposed for decoding Low
Density Parity Check (LDPC) codes on the binary-input additive white Gaussian noise …
Density Parity Check (LDPC) codes on the binary-input additive white Gaussian noise …
Density evolution for min-sum decoding of LDPC codes under unreliable message storage
We analyze the performance of quantized min-sum decoding of low-density parity-check
codes under unreliable message storage. To this end, we introduce a simple bit-level error …
codes under unreliable message storage. To this end, we introduce a simple bit-level error …
Gallager B LDPC decoder with transient and permanent errors
This paper studies the performance of a noisy Gallager B decoder for regular LDPC codes.
We assume that the noisy decoder is subject to both transient processor errors and …
We assume that the noisy decoder is subject to both transient processor errors and …
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 …
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 …
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 …
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 …
Memory efficient FPGA implementation for flooded LDPC decoder
This paper proposes an FPGA based flooded architecture for quasi-cyclic (QC) LDPC
decoder. The message computation for both check and variable node update is done using …
decoder. The message computation for both check and variable node update is done using …
MUDRI: A fault-tolerant decoding algorithm
P Ivanis, O Al Rasheed, B Vasić - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
We propose an improved version of probabilistic gradient descent bit flip** algorithm for
decoding low density parity check codes, based on MUltiple Decoding attempts and …
decoding low density parity check codes, based on MUltiple Decoding attempts and …