Modelling, exploration and optimization of hardware accelerators for deep learning applications

• Main Author: Dutt, Arko
• Other Authors: Mohamed M. Sabry Aly
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Hardware::Integrated circuits; Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling
• Online Access: https://hdl.handle.net/10356/164987
• Institution: Nanyang Technological University

Current applications that require processing of large amounts of data, such as in healthcare, transportation, media, banking, telecom, internet-of-things, and security demand for new computing systems with extreme performance and energy efficiency. Several advancements in general-purpose computing...