Photometry of Saturated Stars with Neural Networks

Dominik Winecki, Christopher S. Kochanek

We use a multilevel perceptron (MLP) neural network to obtain photometry of saturated stars in the All-Sky Automated Survey for Supernovae (ASAS-SN). The MLP can obtain fairly unbi…