Figure 2

Structure of LSTM cell, which introduces three special gates: Input Gate (i), Forget Gate (f), and Output Gate (o). These gates determine what information to forget, what information to maintain, and how much to store.

Structure of LSTM cell, which introduces three special gates: Input Gate (i), Forget Gate (f), and Output Gate (o). These gates determine what information to forget, what information to maintain, and how much to store.