1 citations · 3 across the 6 of their papers we have counts for
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cs.IT2020★ 1 cited
PR-NN: RNN-based Detection for Coded Partial-Response Channels
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). We refer to the propose…
cs.IT2020★ 1 cited
On the Performance of Direct Shaping Codes
Yi Liu, Paul H. Siegel
In this work, we study a recently proposed direct shaping code for flash memory. This rate-1 code is designed to reduce the wear for SLC (one bit per cell) flash by minimizing the…
cs.IT2020
Rate-Constrained Shaping Codes for Structured Sources
Yi Liu, Pengfei Huang, Alexander W. Bergman +1
Shaping codes are used to encode information for use on channels with cost constraints. Applications include data transmission with a power constraint and, more recently, data stor…