Visualizing interpretations of deep neural networks

• Main Author: Tan, Ryan Kang Wei
• Other Authors: Li Boyang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/162869
• Institution: Nanyang Technological University

Deep neural networks are notoriously black boxes that defy human interpretations. The lack of understanding of the decision process of neural networks erode public trust and prevent wide application of AI. In this project, we will develop a set of tools that visualize interpretations of deep neural...