Running CNN efficiently on a FPGA

• 主要作者: Yang, Shenghao
• 其他作者: Weichen Liu
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/156579
• 機構: 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...