Application of mathematics to achieve the greatest efficiency of neural networks and minimize the required computer resources

Abstract

In the qualifying (bachelor's) thesis, descriptions of architectures and models of neural networks are presented, and an analysis of various architectures was carried out with the aim of achieving the highest efficiency of artificial intelligence. The mathematical component used in the application of artificial intelligence is also presented.