#rnn
6 articles
- Deep Speech 2: End-to-End Speech Recognition Scaling up end-to-end speech recognition with RNNs and CTC
- Recurrent Neural Network Regularization How to apply dropout to LSTMs without disrupting memory dynamics
- Relational Recurrent Neural Networks RNNs with relational memory that enables reasoning across time
- Sequence to Sequence Learning Encoder-decoder architecture for mapping sequences to sequences
- The Unreasonable Effectiveness of Recurrent Neural Networks Andrej Karpathy's influential blog post demonstrating RNN capabilities through character-level generation
- Understanding LSTM Networks Christopher Olah's visual guide to Long Short-Term Memory networks