Recurrent Layers

Recurrent Layers#

Recurrent layers are a common architecture for text and sequential data.

A recurrent layer shares weights iteratively across time. Todo.

  • State Machines

  • RNNs

  • Backprop Through Time

  • Relation between RNNs and Convolutions

  • Gated RNNs – GRU, LSTM