Tech Xplore

Novel AI method sharpens 3D X-ray vision

X-ray tomography is a powerful tool that enables scientists and engineers to peer inside of objects in 3D, including computer ...
IEEE

Complexity-Driven and Path-Selective Decoding for DPRNN-based Signal Separation

Abstract: In complex communication environments, the deep learning-based signal separation method Dual-path RNN(DPRNN) encounters significant challenges due to the inherent difficulty of separating ...
GitHub

Sequential Graph-Based Decoding of the Surface Code using a Hybrid Graph and Recurrent Neural Network Model

This Git repo contains simplified source code for creating and testing our combined graph neural network and recurrent neural network used for decoding the surface code.
IEEE

Low-Complexity Architecture for High-Speed 50G-PON LDPC Decoder

Abstract: We propose a hardware architecture for 50G-PON LDPC decoder achieving high throughput and high error correcting capability while maintaining low level of ...