Deep learning architecture analysis with mapper

• المؤلف الرئيسي: Foo, Kelvin Moo Chen
• مؤلفون آخرون: Xia Kelin
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Science::Mathematics::Topology
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/166418
• المؤسسة: 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...