Generation of Explicit Knowledge from Empirical Data through Pruning of Trainable Neural Networks

A. N. Gorban, Eu. M. Mirkes, V. G. Tsaregorodtsev

This paper presents a generalized technology of extraction of explicit knowledge from data. The main ideas are 1) maximal reduction of network complexity (not only removal of neuro…