Implementing machine learning algorithms on FPGA for edge computing

• Main Author: Chen, Zhuoran
• Other Authors: Lam Siew Kei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Hardware::Register-transfer-level implementation
• Online Access: https://hdl.handle.net/10356/148052
• Institution: Nanyang Technological University

In recent years, with the development of high-performance computing devices, convolutional neural network (CNN) has become one of the most popular machine learning algorithms. It has achieved unprecedented success in various fields of application. However, despite its great performance, traditional...