Analysis of Neural Networks Applications in Heterogeneous Models

Heterogeneous models are models of complex systems that require a combination of various methods and approaches to analyse these systems and to synthesise and verify this models or some of their components. Neural networks are one of the tools that may be successfully used in that models. Analyses of three different possibilities of the neural networks applications in heterogeneous models are described in the paper.