A fully trainable BP decoder, enabling the discovery of new parity check matrix through automatic learning
☆14Sep 26, 2022Updated 3 years ago
Alternatives and similar repositories for GNBP
Users that are interested in GNBP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hyper Graph Network Decoders for Block Codes☆25Feb 19, 2020Updated 6 years ago
- Denoising Diffusion Error Correction Codes☆20Apr 12, 2024Updated 2 years ago
- Error Correction Code Transformer☆61Dec 5, 2023Updated 2 years ago
- Reinforcement Learning for Bit Flipping decoding of linear codes☆14Sep 12, 2020Updated 5 years ago
- ☆13May 13, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for "DeepPolar codes", ICML 2024☆12May 7, 2024Updated 2 years ago
- Belief propagation with sparse matrices (scipy.sparse) in Python for LDPC codes. Includes NumPy implementation of message passing (min-su…☆39Aug 20, 2022Updated 4 years ago
- Code for "Turbo Autoencoder: Deep learning based channel code for point-to-point communication channels" NeurIPS 2019☆113Mar 12, 2024Updated 2 years ago
- This repository contains the simulations used in the paper whose title is the same as the repository name.☆13May 16, 2024Updated 2 years ago
- Code for paper "NOLD: A Neural-Network Optimized Low-Resolution Decoder for LDPC Codes， Submitted for an IEEE journal;"☆19Apr 14, 2021Updated 5 years ago
- Implementation of Progressive Edge Growth algorithm in Tanner Graphs for short cycle free LDPC code construction☆28May 31, 2016Updated 10 years ago
- Simple implementation (polynomial approx.) of Protograph EXIT-chart (PEXIT) for estimation of iterative decoding threshold of LDPC codes …☆24Jul 19, 2025Updated last year
- Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance …☆46Apr 9, 2024Updated 2 years ago
- ☆72Aug 12, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Learning Linear Block Error Correction Codes☆20May 8, 2024Updated 2 years ago
- ☆19May 26, 2021Updated 5 years ago
- Matlab code to compute entropy, conditional entropy, mutual information, channel capacity, and rate distortion.☆35Jun 29, 2020Updated 6 years ago
- Implementation of Partially Parellel LDPC Code Decoder in Verilog☆15Jul 23, 2020Updated 6 years ago
- ☆22Apr 29, 2026Updated 4 months ago
- Fast Algorithm for the 3-D DCT and its video compression application☆20Jul 7, 2018Updated 8 years ago
- The most detailed matlab version of the jpeg toolbox code and how to use it.☆15May 14, 2020Updated 6 years ago
- LUT LDPC is a collection of software tools to design and test LDPC decoders based on discrete message passing decoding using lookup table…☆17May 30, 2018Updated 8 years ago
- An Erasure Code Library with Efficient Repair and Update Features☆11Jan 3, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Learning to decode Protograph LDPC Codes☆31Feb 3, 2021Updated 5 years ago
- The codes to reproduce the simulation results for the work "An Unsupervised Deep Unrolling Framework for Constrained Optimization Problem…☆12Nov 19, 2023Updated 2 years ago
- This is my MTech Thesis Dissertation Topic.☆11Oct 21, 2022Updated 3 years ago
- Implementation of Protograph LDPC error correction codes☆52Jul 17, 2021Updated 5 years ago
- This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an A…☆31Jun 15, 2022Updated 4 years ago
- This project includes the source coding and channe coding☆24Oct 21, 2022Updated 3 years ago
- ☆15Apr 20, 2020Updated 6 years ago
- A Python/C++ implementation of Quine McCluskey(Tabulation) method.☆12Aug 31, 2018Updated 8 years ago
- ViennaSimulator, Matlab Simulator, Matlab2018, Initial Version☆13Oct 4, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code used for the master thesis at MIIS (UPF)☆16Dec 1, 2016Updated 9 years ago
- Pedestrian Detection using Deep Learning and Multispectral Images☆13May 19, 2021Updated 5 years ago
- My learning materials for Computer Networking : A Top Down Approach☆15Jan 7, 2023Updated 3 years ago
- ☆12May 17, 2021Updated 5 years ago
- Code for my publication: Deep Learning Predictive Band Switching in Wireless Networks. Paper accepted for publication to IEEE Transaction…☆17Jul 2, 2020Updated 6 years ago
- Single-link channel capacity estimation on the microwave and millimetre wave frequencies by using the Mathworks 5G NR CDL model for NLOS.☆31Mar 5, 2019Updated 7 years ago
- 包含极化码（Polar Code）的简单编码、SC译码以及beta构造法代码，直接运行即可，辅助初学者入门。☆18Aug 26, 2025Updated last year