DOWNLOAD-DESKTOP-NOTEBOOK.nb (2.4 MB)
NeuralNetworkCMSISNN.nb (2.25 MB)
9 Likes
I have uploaded the needed C source files and Makefile to my dropbox. You can get it here :
The original notebook is no more working with Version 12.0 of Mathematica. Here is an updated one which is working.
But I still have an issue : the last Manipulate is auto-updating in version 12 and I don’t understand why. It was not the case with version 11.3.
NeuralNetworkCMSISNN.nb (2.27 MB)
Nice work!
Just a small comment on this part:
Second limitation : During training Mathematica is not keeping track
of the statistics of the intermediate values (input and output of
layers).[…]
So, to get those statistics I am just applying each layer of the
trained network one after another and keeping track of the input /
output
This can be done with more ease using the NetPort[All] evaluation property:
NetChain[{Sin, Cos, Log}][{1, 2, 3}, NetPort[All]]
<|NetPort[{1, "Output"}] -> {0.841471, 0.909297, 0.14112},
NetPort[{2, "Output"}] -> {0.666367, 0.6143, 0.990059},
NetPort[{3, "Output"}] -> {-0.405915, -0.487271, -0.00999066}|>
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Thank you. I did not know about this.
Thank you !