Document Type
Report
Date
5-1990
Keywords
Sunspots, neural network, autoregressive models
Language
English
Disciplines
Computer Sciences
Description/Abstract
A recurrent connectionist network has been designed to model sunspot data. Preliminary experimental work shows that the network can produce competitive results as compared to traditional autoregressive models. The method is not problem specific and could be applied to other problems in dynamical system modeling, recognition, prediction, and control fields. It is observed that statistical methods can be used to design an appropriate neural network architecture.
Recommended Citation
Li, Ming; Mehrotra, Kishan; Mohan, Chilukuri K.; and Ranka, Sanjay, "Forecasting Sunspot Numbers Using Neural Networks" (1990). Electrical Engineering and Computer Science - Technical Reports. 67.
https://surface.syr.edu/eecs_techreports/67
Source
local
Additional Information
School of Computer and Information Science, Syracuse University, SU-CIS-90-05