Random vector functional link neural network based ensemble deep learning

• المؤلفون الرئيسيون: Shi, Qiushi, Katuwal, Rakesh, Suganthan, Ponnuthurai Nagaratnam, Tanveer, M.
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Electrical and electronic engineering; Random Vector Functional Link; Ensemble Deep Learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/161420
• المؤسسة: 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...