Multi-Agent Dioghantine Neural Networks in Recognition and Diagnosis Problems

One special class of Polynomial Neural Networks (PNN) called Diophantine Neural Networks (DNN) and multi-agent networks on their base are considered. Peculiarities and advantages of use of multi-agent neural networks in the problems of pattern recognition and extended medical diagnostics are described.