yoniLc / DDECC
Denoising Diffusion Error Correction Codes
☆12Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for DDECC
- Error Correction Code Transformer☆29Updated 11 months ago
- Learning to decode Protograph LDPC Codes☆20Updated 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…☆12Updated 3 years ago
- ☆16Updated 10 months ago
- Code for "TinyTurbo : Efficient Turbo decoders on Edge" - ISIT 2022☆9Updated 2 years ago
- Hyper Graph Network Decoders for Block Codes☆21Updated 4 years ago
- Source code for the paper: "Low-Precision Neural Network Decoding of Polar Codes"☆14Updated 2 years ago
- ☆51Updated 2 years ago
- A set of Python class implementing basic several turbo-algorithms (e.g. : turbo-decoding)☆11Updated 4 years ago
- ☆19Updated 3 years ago
- A fully trainable BP decoder, enabling the discovery of new parity check matrix through automatic learning☆9Updated 2 years ago
- Implementation of Sparse Regression Codes (SPARCs)/Sparse Superposition Codes for communications over the AWGN channel.☆11Updated 2 years ago
- ☆10Updated last year
- Non-optimized MATLAB implementations of GRAND☆20Updated last year
- Belief propagation with sparse matrices (scipy.sparse) in Python for LDPC codes. Includes NumPy implementation of message passing (min-su…☆34Updated 2 years ago
- Code for paper "NOLD: A Neural-Network Optimized Low-Resolution Decoder for LDPC Codes, Submitted for an IEEE journal;"☆14Updated 3 years ago
- Neural min-sum decoding in TensorFlow☆44Updated 5 years ago
- Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance …☆39Updated 7 months ago
- BP list decoding for polar codes☆10Updated last year
- Simple implementation (polynomial approx.) of Protograph EXIT-chart (PEXIT) for estimation of iterative decoding threshold of LDPC codes …☆16Updated last year
- Decoding of LDPC Codes Using the Information Bottleneck Method in Python☆16Updated 5 years ago
- Progressive edge growth PEG for LDPC code and QC-LDPC construction C++, Python, Matlab PEG with ACE and Avoiding Generating Small Cycles…☆21Updated 9 months ago
- ☆12Updated 2 years ago
- Implementation of "Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information" paper (ICMLCN 2024)☆16Updated 2 months ago
- ☆17Updated last month
- This is a MATLAB script for obtaining achievable block/frame error rate (BLER/FER) bound for finite blocklength codes based on channel di…☆11Updated 10 months ago
- Matlab and Python implementation of Different Information Theoretical Bounds: Shannon limit, Sphere Packaging Bound, Polyanskiy bound, …☆14Updated last year
- Importance Sampling and Linear Programming based Enumerating and Weighing of Trapping sets in LDPC codes, ISING models and related DNN A…☆20Updated last month
- A CRC-aided successive cancellation list (SCL) decoding algorithm for polar codes and PAC codes with various code constructions/rate prof…☆19Updated 2 years ago
- This is a python simulation of a MIMO communication system, including M-QAM modulation and demodulation.☆16Updated last year