The wikipedia article has a formal statement.
Let $\varphi$ be a nonconstant, bounded, and monotonically-increasing continuous function.
The Wikipedia article does not state the function needs to be monotonically increasing. Also, I think it's worth specifying these are sufficient but not necessary conditions (for example, the theorem holds for ReLu, even though it's unbounded).
