Improving the robustness of machine learning system through convolutional neural network

• 主要作者: Chia, Daryl Jing
• 其他作者: Chang Chip Hong
• 格式: Final Year Project
• 語言: English
• 出版: 2019
• 主題: DRNTU::Engineering::Electrical and electronic engineering
• 在線閱讀: http://hdl.handle.net/10356/77810
• 機構: Nanyang Technological University

This report is to study what is a Convolutional Neural Network and carry out a multi-layer network surgery on the AlexNet Convolutional Neural Network. The AlexNet network consists of five convolutional layers and three fully connected layers. Noise error layers are then created to fit into the vari...