Data Science, Artificial Intelligence, Deep Learning, Machine Learning, Neural Networks.
input sequences with as many time steps as you want, but it only produces one output after going through the entire sequence. The following diagram depicts the general structure of a many-to-one RNN: Figure 4: General form of a many-to-one RNN Here, f represents one or more recurrent hidden layers,