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

• 主要な著者: Reza Ezuan, Samin, Muhammad Salihin, Saealal, Azme, Khamis, Syahirbanun, Isa, Ruhaila, Md. Kasmani
• フォーマット: Conference or Workshop Item
• 言語: English
• 出版事項: IEEE 2011
• 主題: TK Electrical engineering. Electronics Nuclear engineering
• オンライン･アクセス: 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...