Data Science, Artificial Intelligence, Deep Learning, Machine Learning, Recurrent Neural Network.
periods. The LSTM cell resembles the following logical structure where the neuron is essentially the same for all outward appearances as a CNN, but internally it maintains state and memory. The LSTM cell of the RNN is illustrated as follows: Figure 3: LSTM cell. Here is the RNN basic algorithm