> > The purpose is to see if there is some sort of "simplification" available > to the emerged complex functions encoded in the weights. It is a typical > reductionist strategy, especially where there is an attempt to converge on > human conceptualization. > > That's an interesting way to look at it. If you do this with several different smaller NN of varying complexity, and see how good they are, you would get some kind of numeric estimate of the complexity of the encoded concepts. Of course. there is the slight problem, that we also would need to map those "simple" NN to concepts somehow.
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