As an aside, in order to be able to speculate about how close we are to AGI, with neural networks or any other technique, it is important to first unerstand the state of the art in AI.

As usual, I'll recommend the classic AI textbook, "AI - A modern approach" by Russel and Norvig:

http://aima.cs.berkeley.edu/