Research

AI Hardware: From Logic Design to System

• Neural Processing Unit (NPU)

  • Variable Bit-Precision Hardware Accelerator

  • Sparsity-Aware NPU

• Processing-in-Memory (PIM)

  • Near-Memory Computing on DRAM/HBM/NAND Flash Memory

  • In-Memory Computing on SRAM/New-Memory Architectures

• RISC-V CPU-based Accelerator

• Applications

  • Recommendation System

  • Large/Small Language Model

  • Image/Video Object Detection

  • Keyword Spotting

  • Image/Video Diffusion Neural Network

Low-Power Digital Circuit Design

• Near-Threshold Voltage Circuit Design

• Efficient MAC Unit for Machine Learning Applications