Search Results for author: Paul H. Siegel

Found 3 papers, 1 papers with code

Spatio-Temporal Modeling for Flash Memory Channels Using Conditional Generative Nets

no code implementations19 Nov 2021 Simeng Zheng, Chih-Hui Ho, Wenyu Peng, Paul H. Siegel

We evaluate the model over a range of time stamps using the cell read voltage distributions, the cell level error rates, and the relative frequency of errors for patterns most susceptible to inter-cell interference (ICI) effects.

PR-NN: RNN-based Detection for Coded Partial-Response Channels

2 code implementations30 Jul 2020 Simeng Zheng, Yi Liu, Paul H. Siegel

In this paper, we investigate the use of recurrent neural network (RNN)-based detection of magnetic recording channels with inter-symbol interference (ISI).

Adaptive Linear Programming Decoding of Polar Codes

no code implementations IEEE International Symposium on Information Theory 2014 V eeresh Taranalli, Paul H. Siegel

Polar codes are high density parity check codes and hence the sparse factor graph, instead of the parity check matrix, has been used to practically represent an LP polytope for LP decoding.

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