Development of a learning system for convolutional neural network

• Main Author: Liu, Hang
• Other Authors: CHEAH Chien Chern
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering::Control and instrumentation
• Online Access: https://hdl.handle.net/10356/143339
• Institution: Nanyang Technological University

Traditional learning system of convolutional neural network (CNN) is based on gradient descent method and back propagation. Effective though it is, we still keep seeking new learning system to make possible progress. For this purpose, we try to utilize incremental learning algorithm which is shown e...