Research Article

[Retracted] Multimedia Data Processing Technology and Application Based on Deep Learning

Table 1

Analysis and explanation of deep learning-related technologies.

Main techniques of deep learningAnalysis and explanation of related contents

Stochastic forest modelThe main branch of deep learning is also the most representative decision tree model
Support vector machineA learning algorithm for complex data processing and regression
Multi perceptronA typical feed forward artificial neural network model
Convolution neural networkA deep neural network framework with convolution structure
Activation functionA core hyper of nonlinear fitting can directly affect the data processing ability of the deep learning model for nonlinear mechanism
Loss functionA deep learning model fits the data to be the state representation of the fitted data
Model optimizationTraining optimization of complex set of parameters and functions of the deep learning model