Enabling efficient edge intelligence: a hardware-software codesign approach

• المؤلف الرئيسي: Huai, Shuo
• مؤلفون آخرون: Weichen Liu
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Hardware::Performance and reliability
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/172499
• المؤسسة: 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...