Author(s)

Hong Chen

Corresponding Author

Hong Chen

Abstract

This paper analyzes the relationship between affine neural network and big data based on the definition of affine neural network and big data layering, and expounds autoencoder algorithm, a big data layering method based on affine neural network. At the same time, two big data feature extraction algorithms based on affine neural network are proposed, which are based on the principle of affine invariance to identify shape features and affine invariance to extract contour curves.

Keywords

Affine nonlinear system; Neural network; Big data stratification; Data characteristics