Autoencoder-in-Python This repository implements a basic autoencoder model using Keras to compress and reconstruct images from the Fashion MNIST dataset. What is an Autoencoder? An autoencoder is a ...

First, I'll introduce the traditional Autoencoder from the deep learning perspective, and afterwards I'll introduce the Variational Auto Encoder. This project involves also a REPORT.md file, where I ...

This paper proposes a method to improve the performance of channel coding by using Auto Encoder. The channel coding technique used in this paper is the Golay code. The proposed method is to combine ...

Recently, deep learning based end-to-end communication systems have been developed, where both the transmitter and the receiver are represented as deep neural networks (DNN) and an end-to-end loss is ...