I've follwed recent DL's proceed from NIPS. Although i haven't track what happens in Computational Neuroscience(CN)'s field.
But I wonder why so little work about general artificial intellgence(GAI)?for example, kinds of network of hebbian to build all supervised/unsupervised/Reinforcement learning.
Or Can anyone tell me what's the state of art about neural networks for GAI, from CN field?Or some review?
Thanks a lot!
All three fields, Deep Learning (e.g. what you read at NIPS), Artificial general intelligence (AGI) and Computational Neuroscience are separate fields with some overlap but not too much overlap.
A question like 'what is the state-of-the-art' cannot really be answered in such a general form and would also soon be outdated. You have to be more specific. But just check some sources in the specific field. Wikipedia might be a good start.