Empirical Evaluation of A New Approach to Simplifying Long Short-term Memory (LSTM)

Yuzhen Lu

The standard LSTM, although it succeeds in the modeling long-range dependences, suffers from a highly complex structure that can be simplified through modifications to its gate uni…