Online learning using deep random vector functional link network

• Main Authors: Shiva, Sreenivasan, Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2024
• 主題: Engineering; Extreme learning machine; Online learning
• 在線閱讀: https://hdl.handle.net/10356/174168

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...