This cheesy video references 10+ recent algorithm papers, on a spectrum from backpropagation to bio-inspired.
One paper on olfactory learning caught my eye:
Rapid online learning and robust recall in a neuromorphic olfactory circuit. (Imam Cleland, 2020)