Alas, the proliferation of different kinds of neural net architectures that work, over the past few years, is a sign that we lack a decent unifying theoretical framework that can explain, from fundamental principles, what works, what doesn't, and why. We're not there yet.
Alas, the proliferation of different kinds of neural net architectures that work, over the past few years, is a sign that we lack a decent unifying theoretical framework that can explain, from fundamental principles, what works, what doesn't, and why. We're not there yet.