Our research focuses on efficient VLSI design, and current interests include the following computing, power, and communication areas.

• Circuit and system design for neuromorphic computing, bio-inspired emerging applications
• Algorithm, circuit, and architecture co-optimization for efficient machine-learning hardware design
• On-chip integrated voltage regulator design to improve power efficiency, power density, and minimize voltage droop/ripple
• High-speed and low-power on-chip/off-chip communication circuits

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.