Accelerator of convolution neural networks based on FPGA

• Main Author: Yu, Guohao
• Other Authors: Goh Wang Ling
• Format: Theses and Dissertations
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/72593
• Institution: Nanyang Technological University

Recent years, with the development of Convolution Neural Networks (CNN), machine learning has achieved great success in many areas such as speech recognition, vision classifications, face recognition and other kinds of pattern recognitions. In general, CNN is a kind of deep learning, which imitates...