Denoising Diffusion Error Correction Codes
☆20Apr 12, 2024Updated last year
Alternatives and similar repositories for DDECC
Users that are interested in DDECC are comparing it to the libraries listed below
Sorting:
- Error Correction Code Transformer☆55Dec 5, 2023Updated 2 years ago
- Learning Linear Block Error Correction Codes☆17May 8, 2024Updated last year
- ☆19Dec 6, 2024Updated last year
- Code for "DeepPolar codes", ICML 2024☆12May 7, 2024Updated last year
- A fully trainable BP decoder, enabling the discovery of new parity check matrix through automatic learning☆13Sep 26, 2022Updated 3 years ago
- Code for "Turbo Autoencoder: Deep learning based channel code for point-to-point communication channels" NeurIPS 2019☆111Mar 12, 2024Updated last year
- Learning to decode Protograph LDPC Codes☆28Feb 3, 2021Updated 5 years ago
- Hyper Graph Network Decoders for Block Codes☆24Feb 19, 2020Updated 6 years ago
- Turbo coder and decoder☆12Oct 11, 2023Updated 2 years ago
- ☆19May 26, 2021Updated 4 years ago
- Matlab codes for Unsourced Multiple Access With Random User Activity by K.-H. Ngo, A. Lancho, G. Durisi, and A. Graell i Amat☆12May 26, 2023Updated 2 years ago
- An official implementation of "Deep Joint Source-Channel Coding with Iterative Source Error Correction"☆25Feb 21, 2023Updated 3 years ago
- Ref: S. Mosleh, L. Liu, C. Sahin, Y. R. Zheng and Y. Yi, "Brain-Inspired Wireless Communications: Where Reservoir Computing Meets MIMO-OF…☆14Nov 29, 2020Updated 5 years ago
- An implementation of ABS Polar Code, including construction, encoding and decoding.☆12Jul 21, 2023Updated 2 years ago
- A list Viterbo algorithm for decoding PAC codes with various code constructions/rate-profiles☆11May 6, 2022Updated 3 years ago
- Source code for paper deepjscc-l++, Globecom 2023☆36Jun 12, 2025Updated 8 months ago
- Implementation of Sparse Regression Codes (SPARCs)/Sparse Superposition Codes for communications over the AWGN channel.☆13Nov 23, 2021Updated 4 years ago
- My implementation of LDPC codes. For details visit: https://yairmz.github.io/LDPC/☆35Jun 5, 2024Updated last year
- Reinforcement Learning for Bit Flipping decoding of linear codes☆14Sep 12, 2020Updated 5 years ago
- ☆15Jan 22, 2024Updated 2 years ago
- Bit Error Rate (BER) and Frame Error Rate (FER) references. Most of those results have been simulated with AFF3CT.☆15Oct 29, 2025Updated 4 months ago
- Belief propagation with sparse matrices (scipy.sparse) in Python for LDPC codes. Includes NumPy implementation of message passing (min-su…☆36Aug 20, 2022Updated 3 years ago
- Reproduction of AlphaTensor paper for 2x2 matrices☆16Nov 5, 2023Updated 2 years ago
- A PyTorch-based toolkit for simulating communication systems☆57Nov 1, 2025Updated 4 months ago
- Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance …☆44Apr 9, 2024Updated last year
- Non Binary-LDPC sum-product decoder (flooding and layered) using FFT (QSPA-FFT)☆18Jun 25, 2025Updated 8 months ago
- ☆13Jan 16, 2025Updated last year
- Implementation of "Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information" paper (ICMLCN 2024)☆22Sep 20, 2024Updated last year
- Code for paper "Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-based Approach"☆18Jul 9, 2020Updated 5 years ago
- Genetic Algorithm-Based Polar Code Construction/Design☆21Feb 11, 2020Updated 6 years ago
- Source code for the paper: "Low-Precision Neural Network Decoding of Polar Codes"☆20Jan 25, 2022Updated 4 years ago
- ☆25Oct 10, 2024Updated last year
- ☆23Sep 6, 2021Updated 4 years ago
- Neural min-sum decoding in TensorFlow☆50May 8, 2019Updated 6 years ago
- Pytorch implementation of "Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks"☆26Nov 11, 2023Updated 2 years ago
- ☆68Dec 2, 2025Updated 3 months ago
- Code for "Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission", IEEE TMLCN☆34Jul 14, 2025Updated 7 months ago
- A CRC-aided successive cancellation list (SCL) decoding algorithm for polar codes and PAC codes with various code constructions/rate prof…☆31Jul 13, 2022Updated 3 years ago
- ☆68Aug 12, 2022Updated 3 years ago