Online learning using deep random vector functional link network

• Main Authors: Shiva, Sreenivasan, Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Extreme learning machine; Online learning
• Online Access: https://hdl.handle.net/10356/174168
• Institution: Nanyang Technological University

Deep neural networks have shown their promise in recent years with their state-of-the-art results. Yet, backpropagation-based methods may suffer from time-consuming training process and catastrophic forgetting when performing online learning. In this work we attempt to curtail them by employing the...