Matrix computing-based batch learning for Madaline network with one hidden layer
Shu-kui BAI · Journal of Computer Applications · 2012
In this paper,a matrix computing-based mathematic model was established for the feedforward discrete Madaline network with one hidden layer.By analyzing the matrix representing samples and the matrix representing attributes of the network,and combining the hyperplane division theory in high dimensional space,a batch learning method was proposed for Madaline network with the input of lower dimensional samples.This method can effectively solve the problem of two-category classification of discrete data.