Improving the robustness of machine learning system through convolutional neural network

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...

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Bibliographic Details
Main Author: Chia, Daryl Jing
Other Authors: Chang Chip Hong
Format: Final Year Project
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10356/77810
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Institution: Nanyang Technological University
Language: English
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