# Self-Organizing Multilayered Neural Networks of Optimal Complexity

**Authors:** V. Schetinin  
**arXiv:** [cs/0504056](https://arxiv.org/abs/cs/0504056)  
**Date:** 2005-04-13  
**Summary page:** https://www.summarizepaper.com/en/paper/cs--0504056v1/

## Abstract

The principles of self-organizing the neural networks of optimal complexity is considered under the unrepresentative learning set. The method of self-organizing the multi-layered neural networks is offered and used to train the logical neural networks which were applied to the medical diagnostics.