Deep learning architecture analysis with mapper

• Main Author: Foo, Kelvin Moo Chen
• Other Authors: Xia Kelin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Science::Mathematics::Topology
• Online Access: https://hdl.handle.net/10356/166418
• Institution: Nanyang Technological University

In recent years, we have seen the rise of deep learning models such as convolutional neural networks (CNN) for image classification. However, we do not understand what makes these networks able to achieve such outstanding performance. Upon building a neural network, we can only see the input and out...