Research Topics

Agile EDA Methodology

Topic #1: Memristor-Based EDA Acceleration

• Present Team Members (alphabetical order): Yuhang Zhang

• “XBarNet: Computationally-Efficient Memristor Crossbar Model Using Convolutional Autoencoder”, IEEE TCAD, 2022. (paper)

• “GEM: A GEneralized Memristor Device Modeling Framework Based on Neural Network for Transient Circuit Simulation”, IEEE TCAD, 2022. (paper)

• “Efficient and Robust RRAM-based Convolutional Weight Mapping with Shifted and Duplicated Kernel”, IEEE TCAD, 2021. (paper)