Modern Chip

Modern chip design and manufacturing are undergoing a revolution driven by the need for increased speed, efficiency, and reduced power consumption. Research focuses on leveraging advanced AI techniques, such as deep learning and reinforcement learning, to optimize various aspects of the design process, from placement and routing to thermal management and post-silicon tuning. These methods, often coupled with specialized hardware accelerators, aim to significantly improve design speed and performance while reducing energy consumption, impacting diverse fields from medical imaging to robotics. The development of open-source tools and benchmarks further accelerates progress and collaboration within the field.