"Anything humans can do in 0.1 sec, the right big 10-layer network can do too" Actually this was argued by Connectionists in 1980s. It is called Feldman's 100-

"Anything humans can do in 0.1 sec, the right big 10-layer network can do too" Actually this was argued by Connectionists in 1980s. It is called Feldman's 100-step rule: The critical resource that is most obvious is time. Neurons whose basic computational speed is a few milliseconds must be made to account for complex behaviors which are carried out in a few hundred milliseconds (Posner, 1978). This means that entire complex behaviors are carried out in less than a hundred time steps. Current AI and simulation programs require millions of time steps. Feldman, J. A., & Ballard, D. H. (1982). Connectionist models and their properties. Cognitive Science, 6, p. 206.