Self Organizing Map (SOM) plot interval saving process

I want to save the figure of SOM (ex:plotsompos) according to the iteration(or epoch).

My code is written in below, and I want to save the plotsompos according to the epoch (at epoch 100, 200, 300, 400).

However, I don't know the way, and downward code just give the plotsompos at epoch 1000.

Is there any way to save the figure according to the epoch?

net = selforgmap([dimension1,dimension2]);
net.trainParam.epochs = 1000;
[net,tr] = train(net,X3);
figure(); plotsompos(net,X3); title('whole')

Answer 1

[Srivardhan Gadila]

From the documentation of selforgmap, Neural Network Object Properties & Neural Network Subobject Properties I cannot find any inbuilt method to plot and save in between epochs. As a workaround you can write a for loop to get the plots at required intervals as follows:

net = selforgmap([dimension1,dimension2]);
net.trainParam.epochs = 100;
for i=1:10
    [net,tr] = train(net,X3);
    figure(); plotsompos(net,X3); title("plot after "+num2str(i*100)+" epochs")
end