Sum -pooling

3 次查看（过去 30 天）
C N N
C N N 2012-1-21
回答： Lorenzo Farina 2023-1-3
Does anyone know how to do sum-pooling in MATLAB? I need to use it for multi-class SVM?
Would appreciate any help..

请先登录，再回答此问题。

回答（1 个）

Lorenzo Farina
Lorenzo Farina 2023-1-3
Ran in:
I think it could be a good way-around using the average pooling built-in function and then multipliying by the size of the pooling kernel ('Stride').
Here's an example having X as 1D array and applying an average pooling with N-cells stride.
N=4;
X= [1,2,3,4,5,6,7,8,9,10,11,12]
X = 1×12
1 2 3 4 5 6 7 8 9 10 11 12
X_dl= dlarray(X,'S');
Y_dl= avgpool(X_dl,N,'Stride',N);
Y_avg_pooling= extractdata(Y_dl);
Y_sum_pooling= (Y_avg_pooling*N)'
Y_sum_pooling = 1×3
10 26 42

类别

在 Help Center 和 File Exchange 中查找有关 Statistics and Machine Learning Toolbox 的更多信息

标签

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by