Pauleen Racy Lao

Machine Learning for Logic Gate Synthesis and Optimization in Electronic Design Automation

The increasing complexity of integrated circuits has made logic synthesis and gate-level optimization important bottlenecks in electronic design automation (EDA). Conventional synthesis flows rely on deterministic transformations, handcrafted heuristics, and repeated evaluation of large design spaces. Machine learning...