Forecasting sunspot numbers with Feedforward Neural Networks (FNN) using 'sunspot neural forecaster' system

• Main Authors: Reza Ezuan, Samin, Ahmad Salihin, Samsudin, Azme, Khamis, Syahirbanun, Isa, Ruhaila, Md. Kasmani
• Format: Conference or Workshop Item
• Language: English
• Published: IEEE 2011
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/26211/1/Forecasting%20sunspot%20numbers%20with%20Feedforward%20Neural%20Networks%20%28FNN%29.pdf; http://umpir.ump.edu.my/id/eprint/26211/; https://doi.org/10.1109/INECCE.2011.5953839

This paper presents the investigations of forecasting performance of different type of Feedforward Neural Networks (FNN) in forecasting the sunspot numbers. Feedforward Neural Network will be used in this investigation by using different learning algorithms, sunspot data models and FNN transfer func...