From Research To Production: Long Short-Term Memory by Sherry Yang

Hey everyone, In this post, I'm going to do my best to concisely explain what LSTM neural networks are and give an example of how to use them in your algorithm. If you want more information on LSTM, I highly recommend reading this post on how LSTM operates. Recurrent neural networks (RNN) are an extremely powerful tool in deep learning. These models quite accurately mimic how humans process information and learn. Unlike traditional feedforward neural networks, RNNs have memory. That is, information fed into them persists and the network is able to draw on this to make inferences.