A variational autoencoder (VAE ... The demo code that defines a VAE that corresponds Figure 2 is presented in Listing 2. The __init__() method defines the five neural network layers used by the system ...

In this article, we propose a self-augmentation strategy for improving ML-based device modeling using variational autoencoder (VAE)-based techniques ... we apply it to a deep neural network ...