[Machine Learning] MATLAB Implementation of CNN Convolutional Neural Network Structure and Parameters Overview

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MATLAB implementation of CNN convolutional neural network structure and parameters overview

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MATLAB implementation of CNN convolutional neural network structure and parameters overview

MATLAB implementation of CNN convolutional neural network needs to define the structure and parameters of the network, the following is a simple example.

First, we need to import the MNIST handwritten digit recognition dataset.

% 导入 MNIST 数据集
[XTrain,~,YTrain] = digitTrain4DArrayData;
[XTest,~,YTest] = digitTest4DArrayData;

Next, we define the CNN network structure.

% 定义 CNN 网络结构
layers =