Deep Learning, Artificial Intelligence, Recurrent Neural Network, Lstm, Gru.
maintains a memory ct at time t. Each LSTM has 3 gates: Forget gate, input gate, and output gate. Whenever there is sigmoid function, it bounds the signal from 0 to 1, which acts as a gate to control the amount of information flow. 2.1. Forget Gate The extent to which the existing memory is