Enabling efficient edge intelligence: a hardware-software codesign approach

• Main Author: Huai, Shuo
• Other Authors: Weichen Liu
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Hardware::Performance and reliability
• Online Access: https://hdl.handle.net/10356/172499
• Institution: Nanyang Technological University

Deep Neural Networks (DNNs) have made significant advancements in various domains, including computer vision (CV), natural language processing (NLP), etc. With the Internet of Things (IoT) and edge computing rapidly developing, edge intelligence, which brings computing services closer to the user, h...