RUIC Lab

Introduction

RUIC (Resilient Ubiquitous Intelligence Computing) group research endeavors span the areas of design and implementation of cross-layer (device, circuit, architecture) co-design for complex machine learning tasks, secure computation, and intermittent computing. Our work emphasizes resiliency and ubiquity in systems to ensure robust performance across varying conditions and environments. We also delve into hardware security and the security of artificial intelligence. Specifically, our team tackles practical challenges in machine learning, computer architecture, and embedded systems, aiming to seamlessly integrate neuromorphic computing approaches with traditional Von Neumann architectures to advance ubiquitous and intermittent computing solutions.