RNN Variant

Category RNN Variant Term Long Short Term Memory (LSTM) Definition of Long Short Term Memory (LSTM) RNN Cell Designed To Capture Long Range Dependencies Using Gates Notes About Long Short Term Memory (LSTM) Widely Used For Speech And Sequence Modeling

Category RNN Variant Term Gated Recurrent Unit (GRU) Definition of Gated Recurrent Unit (GRU) Simplified Gated RNN Cell Offering Similar Performance To LSTM With Fewer Parameters Notes About Gated Recurrent Unit (GRU) Often Faster To Train