[Th-P] Semiconductor hybrid systems and novel devices

[Th-P-122] Precision Grayscale Control in an 8 × 8 1M-1D Capacitorless Active Matrix Micro-LED Array Backplanes Enabled by Machine Learning

〇Jae Seong Park¹, Ho Jin Lee¹, Seok Hee Hong¹, Chan Ho Ryu¹, Tae Geun Kim¹ (1. Korea Univ. (Korea))

We propose a machine learning assisted 1M-1D capacitorless active matrix micro-LED backplane using memristors for precise grayscale control. The 8 × 8 array demonstrates stable multi-level switching, uniform pixel driving, and improved luminance uniformity for high-resolution displays.