Question

LSTM solves the problem of

1. Forget gate
2. reset gate
3. Vanishing gradient
4. Cross entropy loss

Answer 1

Answer:

LSTM (short for long short-term memory) primarily solves the vanishing gradient problem in backpropagation. LSTMs use a gating mechanism that controls the memoizing process. Information in LSTMs can be stored, written, or read via gates that open and close.