The magic of LSTM neural networks

LSTM Neural Networks, which stand for Long Short-Term Memory, are a particular type of recurrent neural networks that got lot of attention recently within the machine learning community.

In a simple way, LSTM networks have some internal contextual state cells that act as long-term or short-term memory cells.
The output of the LSTM network is modulated by the state of these cells. This is a very important…