Using CNLS-net to predict the Mackey-Glass chaotic time series
W. C. Mead, Roger Dale Jones, Yu-Chen Lee, Cris W. Barnes, Gary William Flake, L.A. Lee, M.K. O'Rourke · 2002
The connectionist normalized local spline (CNLS) network is used to learn the dynamics of the Mackey-Glass (1977) time-delay differential equation, for the case tau =30. The authors show the optimum network operating mode and determine the accuracy and robustness of predictions. They obtain predictions of varying accuracy using some 2-120 minutes of execution time on a Sun SPRAC-1 workstation. CNLS-net is capable of very good performance in predicting the Mackey-Glass time series.>