Good question. Most people are focussing on the natural gradient and making it as efficient as SGD. But some have been exploring if we can introduce inductive bias in the function space rather than the weight space, using IG. But it is still quite a new field.

BNNs?

They're distinguishing between artificial neural networks(ANN) and biological neural networks(BNN)