Study of convergence using residual links in various or combinations of different DNN

• Main Author: Fang, Wen Jie
• Other Authors: Althea Liang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/137920
• Institution: Nanyang Technological University

Residual Network (ResNet) has gained considerable amount of attention in recent years as it has not only solve the optimisation problem in very deep network through the use of skip connections, it has also achieved state-of-the-art performance on ImageNet classification challenge. The objective...