I imagine you are basically going down the “features as elementary unit” route proposed in Circuits (although you might not be pre-disposed to assume features are the elementary unit).Finding the set of features used by the network and figuring out how its using them in its computations does not 1-to-1 translate to “find the basis the network is thinking in” in my mind.
Fair enough, imprecise use of language. For some definitions of “thinking” I’d guess a small vision CNN isn’t thinking anything.
Fair enough, imprecise use of language. For some definitions of “thinking” I’d guess a small vision CNN isn’t thinking anything.