Learning Regularities from Data using Spiking Functions: A Theory

Canlin Zhang, Xiuwen Liu

Deep neural networks trained in an end-to-end manner are proven to be efficient in a wide range of machine learning tasks. However, there is one drawback of end-to-end learning: Th…