A Convolutional Variational Autoencoder (CVAE) was developed for this purpose. We demonstrate the efficacy of our approach using the transient data generated from the simulations. The simulation data ...

Deep variational autoencoder for proteomics mass spectrometry data analysis Research . image: Figure 1. Schematic diagram of Dear-DIA. view more . Credit: Research. Jianwei ...

A technical paper titled “Improving Semiconductor Device Modeling for Electronic Design Automation by Machine Learning Techniques” was published by researchers at Commonwealth Scientific and ...

The diagram in Figure 2 shows the architecture of the 64-32-[4,4]-4-32-64 VAE used in the demo program. An input image x, with 64 values between 0 and 1, is fed to the VAE. A neural layer condenses ...