Multi-layer SOM neural network for IC-items detection on photo-snapshot images of poly-silicon layer

Abstract

The structure of multi-layer SOM neural network for structural items detection on a gray scale image of an integrated circuit (1С) is considered. The IC-items shape distortions invariant neural network structure and training rule are represented. The comparative outcomes of recognition have shown an advantage of neural network approach.