Deep Learning, Artificial Intelligence, Recurrent Neural Network, Lstm, Gru.
as a logistic sigmoid function or a hyperbolic tangent function. (In the above figure, g is hyperbolic tangent function tanh.) However, it is difficult to train RNNs to capture long-term dependencies because the gradients tend to either vanish (most of the time) or explode (rarely, but with severe