Random vector functional link neural network based deep learning for regression

• Main Author: Chion, Jet Herng
• Other Authors: Ponnuthurai Nagaratnam Suganthan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/140217
• Institution: Nanyang Technological University

The deep RVFLs are inspired by the principles of the Random Vector Functional Link (RVFL) neural network. Like RVFL, the weights of the hidden layers of the deep RVFLs (dRVFL and edRVFL) are stochastically generated within a suitable range and kept constant throughout the training. In this paper, we...