Recurrent Neural Networks – Remembering what’s important
Recurrent Neural Networks (RNNs) add an interesting twist to basic neural networks. A vanilla neural network takes in a fixed size vector as input which limits its usage in situations that involve a ‘series’ type input with no predetermined size. Whereas RNNs are designed to take a series of input with no predetermined limit on size.