Parameterized DNN design for identifying the resource limitations of edge deep learning hardware

• Main Author: Aung, Shin Thant
• Other Authors: Weichen Liu
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Edge device; Deep learning; Resource constraint
• Online Access: https://hdl.handle.net/10356/176116
• Institution: Nanyang Technological University

Artificial intelligence has come a long way in the last several years and has made remarkable advancements, with deep learning neural networks emerging as a powerful tool for solving complex problems. Even with the technology having rapidly grown to such incredible levels thus far, one of the most s...