James H. von Brecht

A recurrent neural network without chaos

2016 · International Conference on Learning Representations

We introduce an exceptionally simple gated recurrent neural network (RNN) that achieves performance comparable to well-known gated architectures, such as LSTMs and GRUs, on the word-level language modeling task. We prove that our model has …