How can i Visualize feature of Convolutional neural network? in matlab2016

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i have been using deepDreamImage to visualize Features of CNN but it is showing error like: Error using deepDreamImage Expected input number 3, channel, to be an array with all of the values <= 20. through this code layer=2; name = convnet.Layers(layer).Name channels = 1:56;
I = deepDreamImage(convnet,layer,channels, ...
'PyramidLevels',1);
figure
montage(I)
title(['Layer ',name,' Features'])
in first Conv Layer there are20 filters of size 5*5. please if anyone can help me it would be a great pleasure for me... thanks in advance

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