FPGA implementation of back propagation neural network

• 主要作者: Li, Jianing
• 其他作者: Zheng Yuanjin
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Electrical and electronic engineering::Applications of electronics
• 在線閱讀: https://hdl.handle.net/10356/159255
• 機構: Nanyang Technological University

This project presented a backpropagation neural network on FPGA which can conduct inference and training processes for linear and non-linear problems. The network structure chosen contains 3 input nodes, one hidden layer with three neuron units and 1 output node. In addition, this project compare...