Study on Learning Method about Curve Graph and Curved Surface Graph of Neural Network

A new network study method based on curve graph and curved surface graph was brought forward. The training samples are the curve graph and the curved surface graph, and the neural network trains these graphs directly and shows the intuitive training results with the corresponding curve graph and curved surface graph. How to construct the network structure and how to improve the training process were also presented. The lab results indicate that these methods are simple and convenient, which converge fast and improve the precision.