Energy efficient circuits and architectural design for machine learning on edge

• Main Author: Chong, Yi Sheng
• Other Authors: Goh Wang Ling
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering::Integrated circuits; Engineering::Computer science and engineering::Hardware::Register-transfer-level implementation; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering::Microelectronics
• Online Access: https://hdl.handle.net/10356/168616
• Institution: Nanyang Technological University

The number of Internet of Things (IoT) devices around the world is forecasted to be 50 billion by the year 2025. IoT devices are commonly referred to as edge devices, as they are able to connect to the Internet and operate at the edge of the network. IoT devices are also equipped with sensors to col...