ESD Stress Data Analysis with Machine Learning: A Case Study

This paper presents a pioneering examination of using Machine Learning (ML) for applications to ESD data analysis. It involves demonstrating how post ESD stress IV curve data can lead to machine learning opportunities. The proposed technique can significantly reduce the iterations between product test and ESD design engineers and thus shortening time to market.