maxPooling2dLayer是MATLAB中用于创建二维最大池化层(2D Max Pooling Layer)的函数。最大池化层是深度学习中常用的一种下采样技术,它通过选取输入特征图中的局部区域的最大值来实现数据的降维和特征提取。 2. 描述MATLAB中maxPooling2dLayer的基本用法 在MATLAB中,maxPooling2dLayer函数用于定义一个最大池化层,其基本...
Deep Learning Toolbox / Deep Learning Layers / Pooling Layers Description TheMax Pooling 2D Layerblock performs downsampling by dividing the input into rectangular pooling regions, then computing the maximum of each region. This block accepts 2-D image data in theSSCformat (three dimensions correspo...
Example:maxPooling2dLayer(2,Stride=3)creates a max pooling layer with pool size[2 2]and stride[3 3]. Stride—Step size for traversing input [1 1](default) |vector of two positive integers|positive integer Padding—Input edge padding ...
Deep Learning Toolbox / Deep Learning Layers / Pooling Layers Description TheGlobal Max Pooling 2D Layerblock performs downsampling by computing the maximum of the height and width dimensions of the input. This block accepts 2-D image data in theSSCformat (three dimensions corresponding to two sp...