Search Results for author: Fei Liang

Found 6 papers, 1 papers with code

Learning Quantization in LDPC Decoders

no code implementations10 Aug 2022 Marvin Geiselhart, Ahmed Elkelesh, Jannis Clausius, Fei Liang, Wen Xu, Jing Liang, Stephan ten Brink

Finding optimal message quantization is a key requirement for low complexity belief propagation (BP) decoding.


Artificial Neural Network and Its Application Research Progress in Chemical Process

no code implementations18 Oct 2021 Li Sun, Fei Liang, Wutai Cui

Most chemical processes, such as distillation, absorption, extraction, and catalytic reactions, are extremely complex processes that are affected by multiple factors.

Chemical Process

Application of Neural Network in Optimization of Chemical Process

no code implementations11 Oct 2021 Fei Liang, Taowen Zhang

Artificial neural network (ANN) has been widely used due to its strong nonlinear mapping ability, fault tolerance and self-learning ability.

Chemical Process Self-Learning

Vector spaces as Kripke frames

no code implementations15 Aug 2019 Giuseppe Greco, Fei Liang, Michael Moortgat, Alessandra Palmigiano, Apostolos Tzimoulis

In this paper, we build on this observation and extend it to a `vector space semantics' for the \emph{general} Lambek calculus, based on \emph{algebras over a field} $\mathbb{K}$ (or $\mathbb{K}$-algebras), i. e. vector spaces endowed with a bilinear binary product.

Towards Optimal Power Control via Ensembling Deep Neural Networks

1 code implementation26 Jul 2018 Fei Liang, Cong Shen, Wei Yu, Feng Wu

A deep neural network (DNN) based power control method is proposed, which aims at solving the non-convex optimization problem of maximizing the sum rate of a multi-user interference channel.

An Iterative BP-CNN Architecture for Channel Decoding

no code implementations18 Jul 2017 Fei Liang, Cong Shen, Feng Wu

The standard BP decoder is used to estimate the coded bits, followed by a CNN to remove the estimation errors of the BP decoder and obtain a more accurate estimation of the channel noise.

Decoder Noise Estimation

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