Layer-wise deep learning for object classifications

• Main Author: Xu, Lei
• Other Authors: Cheah Chien Chern
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/168048
• Institution: Nanyang Technological University

Although global backpropagation has become the mainstream training method for convolutional neural networks, there are still some inherent disadvantages, such as backward locking and memory reuse problems. Moreover, the neural network trained by the global backpropagation method is also regarded as...