Consideration on degree of impact on performance by weight matrix variation

Abstract

In this paper, we consider a large matrix that is almost dominated by randomness but also contains a small amount of important information. To improve the understanding of the learning process of the system, the aim of this paper is to examine the singularity and asymptotic behavior of the accuracy of the learning system. This will be used for the model improvement of learning processes.