At Wisconsin Computational Intelligence Lab (WiCIL), we are exploring non-conventional computing paradigms beyond Von Neumann computing, to make future computer system faster, compacter, more intelligent, energy efficient and easier to use.
We are also interested in developing new hardware accelerators and coprocessors using FPGA and focusing on the collaborative hardware/software techniques to extend the system scaling roadmap. In particular, we focus on hardware/software co-design for machine learning and artificial intelligence, aiming to transform a wide spectrum of computer systems ranging from edge computing devices (IoT, Mobile) to warehouse-scale computers (Cloud and data centers). More details about our research can be found at Research.
Our research also greatly benefits from our strong ties with leading technology companies and successful technology transfer experience.