Are neural networks making a comeback?

Is neural network research making a comeback in machine learning? Maybe it’s only a couple years now until connectionism becomes ironic and totally hot again!

Disclaimer: I tend to think modeling paradigms are a waste of time although they tend to generate lots of “heat” in the psychological literature. The goal of a model is to tell us something interesting psychologically or neurally. Everything else is just noise.