Data Science, Artificial Intelligence, Deep Learning, Machine Learning, Recurrent Neural Network.
output activation function You can see that these gates are somewhat analog in nature. The gates vary how much information will be retained. The LSTM cell will trap errors in the memory of the cell. This is called the error carousel and allows the LSTM cell to backpropagate errors over long time