[PDF] Circuit-GNN: Graph Neural Networks for Distributed Circuit Design

http://proceedings.mlr.press/v97/zhang19e/zhang19e.pdf

G Zhang, H He, D Katabi - International Conference on Machine Learning, 2019

We present Circuit-GNN, a graph neural network (GNN) model for designing distributed circuits. Today, designing distributed circuits is a slow process that can take months from an expert engineer. Our model both automates and speeds up the …