Mapping of neural networks onto data flow graphs

Abstract

The aim of this paper is to give a formal definition for mapping neural networks onto data flow graphs. The intention of this research is to show formally that data flow computers can be used to implement neural network models. To do this, we need formal definitions of both data flow graphs and neural networks. Based on these definitions, we generate rules for mapping neural network models onto data flow graphs.