On Extended Long Short-term Memory and Dependent Bidirectional Recurrent Neural Network

Yuanhang Su, C. -C. Jay Kuo

In this work, we first analyze the memory behavior in three recurrent neural networks (RNN) cells; namely, the simple RNN (SRN), the long short-term memory (LSTM) and the gated rec…