How to keep constant weights in a Neural Network?
5 次查看(过去 30 天)
显示 更早的评论
Hi, I am trying to train only certain parameters of neural network in MATLAB 2021a, but I have not found anything related in the help menu.
I have found that it is possible to keep constant all the parameters of a certain layer by changing the layer attribute "trainable" to false, but in this case I would like to train some parameters of the layer. (Ex. There are 6 parameters in the layer and I want to fix two and train the remanining ones).
Thanks for your attention.
0 个评论
回答(1 个)
SALAH ALRABEEI
2021-6-5
Assume u have 5 inputs 10 ne. (for only on hidden layer). First, generate yourself a random matrix of size 5x10, then save it. Then construct the net, but before the training, replace weight with the one you manually created as follows
if true
net.Layers(k).Weights = W;
end
where net is the name of ur ne, W is new weights, and k is the layer.
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 Sequence and Numeric Feature Data Workflows 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!