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"Consider this: can an mlp approximate a sine wave?"

Well, yes - we have neutral speech and music synthesis and compression algorithms which do this exceedingly well...




I think the person you're replying to may have been referring to the problem of a MLP approximating a sine wave for out of distribution samples, i.e. the entire set of real numbers.




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