Our group investigates efficient ASIC/FPGA hardware designs and hardware-aware algorithm designs for AI, machine learning, neuromorphic computing, etc. We holistically investigate algorithm, architecture, circuit, and device design and optimization for efficient cognitive hardware design.

We gratefully acknowledge the funding of our research projects by National Science Foundation (NSF), Defense Advanced Research Projects Agency (DARPA), Intelligence Advanced Research Projects Activity (IARPA), Semiconductor Research Corporation (SRC), Intel Labs, Samsung Advanced Institute of Technology (SAIT), Samsung Research America, Oracle Labs, Qualcomm, Draper Laboratory, and Boehringer Ingelheim.