Using Neural Networks for Semiconductor Package Optimization

Abstract

This study explores this new avenue by manipulating a specific type of machine learning algorithm called a Neural Network. Specifically, an Artificial Neural Network (ANN) to aid in the design process of a transmission line, and other RF devices. The proposed transmission line is a conductor or multiple conductors created to move certain electrical signals or plain electrical power over longer distances while preventing deterioration of quality in any specified metric. The loss in this metric will be measured in S-parameters.