[eivarv]

Sure, but these types of deep architectures haven't really been practical until relatively recently.

Well, then we're in agreement about the meaning of the term. Deep Learning, then, would be Machine Learning using any of these deep architectures – be they Restricted Boltzmann Machines, or otherwise.