P‐10: Cost‐Effective Solution of Low Gray‐Level Performance Issue for MicroLED Driven by PWM Using Machine Learning

A novel concept of “Cutoff gray‐level” is introduced for evaluation of MicroLED PWM pixel circuits at low gray‐level with consideration of gamma correction and device variation. Additionally, a cost‐effective two‐level dithering method is proposed and machine learning is used to establish its algorithm. This approach effectively deals with the issue of low grayscale performance in MicroLED displays driven by PWM.