Hardware and algorithm co-optimization for energy-efficient machine learning integrated circuits

• Main Author: Kim, Hyunjoon
• 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; Engineering::Electrical and electronic engineering::Semiconductors
• Online Access: https://hdl.handle.net/10356/168401
• Institution: Nanyang Technological University

The future of computing faces a new challenge as the computing enhancements offered by the technology scaling alone cannot address the shortage of processing capability caused by the exponential growth of data generation. The traditional Von Neumann digital architecture struggles to perform while ca...