Thursday, May 2025
05:00 PM - 08:00 PM
Room: 220A
Session: Artificial Intelligence Including Machine Learning for Imaging Posters
Layout Optimization of AMOLED Pixel Circuits based on Deep Reinforcement Learning
Student Late-News
Description:
As high-resolution AMOLED pixel circuits have become more complex, the automation for the circuit design process has been strongly demanded. In this paper, a reinforcement learning-based framework is proposed to optimize the area of the pixel circuit layout by iteratively repositioning devices and rerouting connections, leading to significantly improved time and cost efficiency.