It is "an approach to AI based on enabling computers to learn from experience and understand the world in terms of a hierarchy of concepts, with each concept defined in terms of of its relation to simpler concepts." [1]

[1] http://www.iro.umontreal.ca/~bengioy/dlbook/intro.html