Recurrent Methods

The Recurrent type exposes the following members.

Methods


  Name Description
Public method Equals(System.Object) (Inherited from Object.)
Protected method Finalize (Inherited from Object.)
Public method GetHashCode (Inherited from Object.)
Public method GetType (Inherited from Object.)
Public method Static member GRU
Gated recurrent units (GRUs) are a gating mechanism in recurrent neural networks, introduced in 2014. Their performance on polyphonic music modeling and speech signal modeling was found to be similar to that of long short-term memory.[1] They have fewer parameters than LSTM, as they lack an output gate
Public method Static member LSTM
Long short-term memory (LSTM) is a recurrent neural network (RNN) architecture that remembers values over arbitrary intervals
Protected method MemberwiseClone (Inherited from Object.)
Public method Static member RNN
Recurrent neural network defined with activation function
Public method ToString (Inherited from Object.)