Stacked Denoising Autoencoder

Introduction

This is a C++11 implementation of stacked denoising autoencoder. In order to illustrate the model itself clearly, further optimizations are omitted.

Demo

$ make sdA_test.o

Compile test passed on Ubuntu 14.04.3 LTS, g++ 4.8.4.

Further experiments can be done to compare its performance with multi-layer perceptron.