LSTM Cells

LSTM Cells will replace hidden layers on a Recurrent Neural Network, and can be stacked so you can have multiple hidden layers, all of them being LSTM cells. It is comprised of 4 gates with 2 inputs and 2 outputs: Learn Gate: it takes the Short term memory and the Event and combines them with a than function and then ignores a…