Recurrent Cells Reference

This page documents all custom recurrent cells provided in the torchrecurrent.cells module.

torchrecurrent.AntisymmetricRNNCell	An Antisymmetric recurrent neural network (RNN) cell.
torchrecurrent.GatedAntisymmetricRNNCell	A gated Antisymmetric RNN cell.
torchrecurrent.NBRCell	A Neuromodulated Bistable Recurrent (NBR) cell.
torchrecurrent.BRCell	A Bistable recurrent cell.
torchrecurrent.CFNCell	A Chaos Free Network (CFN) cell.
torchrecurrent.FastRNNCell	A “Fast RNN” cell with two scalar gates α and β.
torchrecurrent.FastGRNNCell	A Fast gated recurrent neural network cell.
torchrecurrent.ATRCell	An Additive–Transform Recurrent (ATR) cell.
torchrecurrent.IndRNNCell	An Independently Recurrent Neural Network (IndRNN) cell.
torchrecurrent.JANETCell	A JANET (Just Another NETwork) recurrent cell.
torchrecurrent.LiGRUCell	A Light Gated Recurrent Unit (LiGRU) cell.
torchrecurrent.MGUCell	A Minimal Gated Unit (MGU) cell.
torchrecurrent.NASCell	A Neural Architecture Search (NAS) cell.
torchrecurrent.PeepholeLSTMCell	A Peephole LSTM cell with learnable peephole connections.
torchrecurrent.RANCell	A Recurrent Additive Network (RAN) cell.
torchrecurrent.coRNNCell	A Coupled Oscillatory RNN (coRNN) cell.