IEEE

On the Hardware Efficiency of Short-Length Polarization-Adjusted Convolutional Polar Decoders

Abstract: This paper presents an analysis of Polar and Polarization-Adjusted Convolutional Code (PAC) decoders at the hardware level, focusing on energy use. Both the ...
IEEE

On the application of BP decoding to convolutional and turbo codes

Abstract: We investigate a new approach to decode convolutional and turbo codes by means of the belief propagation (BP) decoder used for low-density parity-check (LDPC) codes. In addition, we ...
EurekAlert!

Direct field-to-pattern monolithic design of holographic metasurface via residual encoder ...

A new publication from Opto-Electronic Advances, 10.29026/oea.2023.220148 discusses the direct field-to-pattern monolithic design of holographic metasurface via residual encoder-decoder convolutional ...
GitHub

Small Sample Multi-Omics Classification via a Graph Convolutional Encoder–Decoder Network ...

Separate encoders for each omics type (mRNA, DNA methylation, miRNA). Extract latent representations from high-dimensional input features. MOGEDN/ ├── checkpoint_pretraining/ # Saved pretrained model ...
GitHub

An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem

🚀 Update: If you are interested in this work, you may be interested in our latest paper and up-to-date codebase bringing together several architectures and learning paradigms for learning-driven TSP ...