Research Article

A Simplified Natural Gradient Learning Algorithm

Table 1

Complexity comparison between the SNGL and ANGL algorithms on other problems.

AlgorithmSNGLANGLRatio
Complexity dimension Space Time Both Space Time

Exclusive OR 5 9 81 6% 11%
Fisher's Iris data 25 91 1,225 2% 7%
Mackey-Glass time series 101 1,001 3,721 3% 27%