RNNaissance

摘要

Our deep learning artificial neural networks have won numerous contests in pattern recognition and machine learning. They are now widely used by the world's most valuable public companies. In particular, Long Short-Term Memory (LSTM) Recurrent Neural Networks (RNNs) are very useful not only for speech recognition but also for Computational Language Learning. I will discuss state-of-the-art results in numerous applications.