Hello, I'm new to MATLAB and one of the areas of interest was Deep Learning. I am aware that MATLAB is capable of inporting DL models. However, I am looking to analyze per-layer characteristics, weights etc So, what I'm looking for is, after a pre-trained DL model is imported into MATLAB: can each layer be analyzed / edited individually? can per-layer (pre-trained) weights be exported (for further analysis)? can pre-layer weights be imported (say, we modified the pre-trained weights and want to see the effect of this) == It would really help if someone can point me to specific functions / toolbox options etc Thanks in advance!

Deep Learning: layer analysis / optimizations

2019 2 27

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Hello,

I'm new to MATLAB and one of the areas of interest was Deep Learning. I am aware that MATLAB is capable of inporting DL models.

However, I am looking to analyze per-layer characteristics, weights etc

So, what I'm looking for is, after a pre-trained DL model is imported into MATLAB:

can each layer be analyzed / edited individually?
can per-layer (pre-trained) weights be exported (for further analysis)?
can pre-layer weights be imported (say, we modified the pre-trained weights and want to see the effect of this)

It would really help if someone can point me to specific functions / toolbox options etc

Thanks in advance!

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