Auto Encoder (AE)

An autoencoder neural network is an unsupervised machine learning algorithm. In an autoencoder, the number of hidden cells is smaller than the input cells. The number of input cells in autoencoders equals to the number of output cells. On an AE network, we train it to display the output, which is as close as the fed input, which forces AEs to find common patterns and generalize the data.