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

• المؤلف الرئيسي: Dutt, Arko
• مؤلفون آخرون: Mohamed M. Sabry Aly
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering::Hardware::Integrated circuits; Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/164987
• المؤسسة: 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...