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How to choose linkage in hidden layers (Fully, cluster .. etc)

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Why should I choose to fully link?

Input to first Hidden layer? Hidden Layer to Hidden Layer? Hidden Layer to ouput?

If I don't fully link those, what are my options and how do I choose it?

Since the knowledge in those units is "hidden", machine representation, how should I expect to know which linkage would fit the most?

I'm asking because, I normally see Fully linked everywhere, but Convolutional just use subsets

submitted by fawar
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