Intelligent Circuits, Architectures and Systems (iCAS) Laboratory
The iCAS lab aims at solving practical yet challenging research problems in the field of chip design. The research is at the intersections of circuits, architectures and systems. Our research mainly focuses on two thrusts, one is how to design a chip in an intelligent way; Second focus is on how to design an intelligent chip that is energy efficient and reliable. To achieve these goals, we look at the whole system stack and co-design methodologies, and we use AI and machine learning as a powerful tool to facilitate our research. We explore details to understand factors that set the chip design limit, investigate these unknowns with design practices, and develop optimal solutions to overcome these barriers.