Adam Marblestone on whether different areas of the brain optimize diverse cost functions using specialized structures [2, 3, 1]: (PDF), (PDF), (PDF), (SLIDES), (VIDEO).
You might also want to check out Geoff Hinton on YouTube talking about possible neural correlates for backpropagation: (VIDEO)
References
| [1] |
Alexander A. Chubykin, Emma B. Roach, Mark F. Bear, and Marshall G. Hussain
Shuler.
A cholinergic mechanism for reward timing within primary visual
cortex.
Neuron, 77:723--735, 2012.
|
| [2] |
Adam H. Marblestone, Greg Wayne, Konrad P. Kording, and Kenneth J Hayworth.
Do brain areas optimize diverse cost functions using specialized
structures?
CoRR, arXiv:NNNN.NNNN, 2016.
|
| [3] |
Shimon Ullman, Daniel Harari, and Nimrod Dorfman.
From simple innate biases to complex visual concepts.
Proceedings of the National Academy of Sciences,
109(44):18215--18220, 2012.
|