On the origins of randomization-based feedforward neural networks

• المؤلفون الرئيسيون: Suganthan, Ponnuthurai Nagaratnam, Katuwal, Rakesh
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Electrical and electronic engineering; Non-Iterative Training; Closed-Form Solution
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/160252
• المؤسسة: Nanyang Technological University

This letter identifies original independent works in the domain of randomization-based feedforward neural networks. In the most common approach, only the output layer weights require training while the hidden layer weights and biases are randomly assigned and kept fixed. The output layer weights are...