The Statistical Recurrent Unit

Junier B. Oliva, Barnabás Póczos, Jeff G. Schneider

Abstract: Sophisticated gated recurrent neural network architectures like LSTMs and GRUs have been shown to be highly effective in a myriad of applications. We develop an un-gated unit, the statistical recur...