Logic Design

Logic design focuses on creating efficient and reliable digital circuits, aiming to optimize performance metrics like size, speed, and power consumption. Current research emphasizes the application of machine learning, particularly employing transformer networks, reinforcement learning, and Bayesian optimization, to automate and improve various stages of the design process, from high-level synthesis to register-transfer level optimization. These advancements are crucial for addressing the increasing complexity of modern integrated circuits and enhancing the security and efficiency of hardware systems, impacting both the efficiency of chip design and the security of resulting hardware.