Online and continual learning using randomization based deep neural networks

• Main Author: Sreenivasan, Shiva
• Other Authors: Radhakrishnan K
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/165774
• Institution: Nanyang Technological University

Deep neural networks have shown their promise in recent years with their state-of-the-art results. Yet, they suffer from some issues such as the time-consuming training process and catastrophic forgetting. In this work we look to overcome them by combining the advantages of an online learning pro...