Algorithm

        EELM, a modified extreme learning machine, is an algorithm, using Gaussian function as activation function, which trains a single-hidden layer forward neural network (SFNN).

Matlab codes

        EELM Demo for Diabetes Version 1.0

Algorithm features

• EELM trains a single hidden layer forward neural network with Sigmoidal function as activation function

• Keeps the column rank of the hidden layer output matrix full

References

Y. G. Wang, F. Cao, Y. Yuan. A study on effectiveness of extreme learning machine. Neurocomputing, 74(16):2483--2490, 2011.

« Back