Running CNN efficiently on a FPGA

• المؤلف الرئيسي: Yang, Shenghao
• مؤلفون آخرون: Weichen Liu
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/156579
• المؤسسة: Nanyang Technological University

With increased demand for AI at the edge, there is a pressing need to adapt ever more computationally demanding deep learning models for deployment onto embedded devices. As accelerators for these networks, FPGAs have become preferred for their energy efficiency and adaptability, but models also...