Introduction to RNNs
Recurrent neural networks for sequential data
Simple RNN
Building a simple recurrent network
RNN Backpropagation
Backpropagation through time
Long Short-Term Memory (LSTM)
LSTM networks for long-range dependencies
Neural Networks
Recurrent Neural Networks
Introduction to RNNs, backpropagation through time, and LSTMs.