Energy-efficient hardware accelerators based on bit-serial graph and memory-centric computing architectures

• Main Author: Mu, Junjie
• Other Authors: Kim Tae Hyoung
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering::Integrated circuits
• Online Access: https://hdl.handle.net/10356/165577
• Institution: Nanyang Technological University

As semiconductor process technology nodes have shrunk over the past few decades, the complexity of application-specific integrated circuits (ASICs) has grown significantly. Emerging ASICs have been widely explored to accelerate various algorithms with high energy efficiency, including machine learni...