An LSTM network has special 'gates' that help it remember or forget information over long text sequences. Which gate decides what new information gets saved into the memory cell?

The gate that decides what new information gets saved into the memory cell is the input gate. The memory cell, also known as the cell state, serves as the central memory unit of an LSTM network, capable of carrying information over extended sequences. The input gate's role is to determine which newly learned information from the current input and ....