16. RNN- Example

In this example we will illustrate how RNNs can be helpful in detecting sequences. When detecting a sequence, the system has to remember what the previous inputs were, so it makes sense to use a recurrent network.

If you are unfamiliar with the term sequence detection, the idea is to see if a specific pattern of inputs has entered the system. In our example the pattern will be the word U,D,A,C,I,T,Y.