Random vector functional link neural network based ensemble deep learning

• Main Authors: Shi, Qiushi, Katuwal, Rakesh, Suganthan, Ponnuthurai Nagaratnam, Tanveer, M.
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Random Vector Functional Link; Ensemble Deep Learning
• Online Access: https://hdl.handle.net/10356/161420
• Institution: Nanyang Technological University

In this paper, we propose deep learning frameworks based on the randomized neural network. Inspired by the principles of Random Vector Functional Link (RVFL) network, we present a deep RVFL network (dRVFL) with stacked layers. The parameters of the hidden layers of the dRVFL are randomly generated w...