In this article, we will introduce Long-Short-Term Memory Networks (LSTMs), variants of regular vanilla Recurrent Neural Networks (RNNs) that are better at dealing with long-term dependencies.
They use different “gates” that remember or forget certain information that they deem necessary or unimportant for…