AI-Driven Logic Synthesis and Optimization in Modern Electronic Design Automation: From Learned Heuristics to Generative Circuit Design
AbstractThe exponential growth in integrated circuit (IC) complexity, combined with tight power, performance and area (PPA) limits, has strained traditional Electronic Design Automation (EDA) techniques. Classical logic synthesis relies on hand-engineered heuristics whose runtime and solution quality struggle to scale...