Modular learning of convolutional neural networks

• Main Author: Wang, Jinhua
• Other Authors: Cheah Chien Chern
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering; Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/163999
• Institution: Nanyang Technological University

In recent years, a wide variety of network structures and training methods have been proposed for deep learning. However, the underlying mechanism of a deep network is not fully understood, which is considered as a black box system. The layer-wise learning method was proposed a decade ago, but now i...