Nature

Code-Based Cryptography and Decoding Techniques

Code-based cryptography employs error-correcting codes as the basis for secure public-key schemes, leveraging the intrinsic difficulty of decoding a random linear ...
Frontiers

Fault-tolerant quaternary belief propagation decoding based on a neural network

For reliable implementation of quantum algorithms, fault-tolerant (FT) [1,2] quantum error correction techniques are essential. Fault tolerance can be implemented by ...
IEEE

Fuzzy-Assisted Contrastive Decoding Improving Code Generation of Large Language Models

Abstract: Large language models (LLMs) play a crucial role in intelligent code generation tasks. Most existing work focuses on pretraining or fine-tuning specialized code LLMs, e.g., CodeLlama.
marktechpost

Meet SynCode: A Novel Machine Learning Framework for Efficient and General Syntactical Decoding of Code with Large Language Models (LLMs)

In recent research, a team of researchers has introduced SynCode, a versatile and efficient approach for generating syntactically accurate code across various programming languages. SynCode works with ...
GitHub

Polar Code Encoding and Decoding Project

The aim of this project was to develop an efficient algorithm for encoding and decoding Polar Codes, utilizing Successive Cancellation (SC) and Successive Cancellation List (SCL) decoding techniques.
GitHub

ichirohasegawa07557/Surface-code-decoder

This repository contains an educational, from-scratch surface-code decoder implementation. The goal is to build a small but readable quantum error correction workflow ...