Plenary talks: Frontiers in recurrent neural network research

In the last few years, recurrent neural networks (RNNs) have become the Swiss Army knife of large-scale sequence processing. Problems involving long and complex data streams, such as speech recognition, machine translation and reinforcement learning from raw video, are now routinely tackled with RNNs. This talk takes a look at some of the new architectures, applications and training strategies currently being developed in this exciting field.