Research on multi-layer perceptron based on TensorFlow
Xichun Jiang · 2024
This article mainly studies the principle of multilayer perceptron (MLP), including the forward propagation and backward propagation processes, and how to use Tensorflow to implement multilayer perceptron for image recognition. First, we outlined the principle of multilayer perceptron and explained the forward propagation and backward propagation processes in detail. Then, we used Tensorflow to build a multilayer perceptron model and conducted training and testing. Finally, we applied the model to image recognition tasks and achieved good results.