The demo concludes by using the trained VAE to generate a synthetic "1" image and displays its 64 numeric values and its visual representation. [Click on image for larger view.] Figure 1: Generating ...

In this article, we propose a self-augmentation strategy for improving ML-based device modeling using variational autoencoder (VAE)-based techniques. These techniques require a small number of ...