Inductive sorting-out GMDH algorithms with polynomial complexity for active neurons of neural network

Abstract

Neural networks with active neurons which self-organize their structure can use inductive sorting-out GMDH algorithms for their neurons. New threshold type GMDH algorithm with polynomial complexity is developed to decrease computing time in case of large input data sample.