Implementing machine learning algorithms on FPGA for edge computing

• المؤلف الرئيسي: Chen, Zhuoran
• مؤلفون آخرون: Lam Siew Kei
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Hardware::Register-transfer-level implementation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/148052

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...