Learning in the Machine: the Symmetries of the Deep Learning Channel

Pierre Baldi, Peter Sadowski, Zhiqin Lu

In a physical neural system, learning rules must be local both in space and time. In order for learning to occur, non-local information must be communicated to the deep synapses th…