What is a Recurrent Neural Net?

Recurrent neural networks (RNNs) are neural networks designed to analyze sequences of inputs, which traditional feed-forward neural networks are not good at modeling. Text comprehension, translation, motor control and speech are all instances of problems where either the input or the output (or both) is a sequence. Depending on the problem, the sequences can be of arbitrary length and have complex time dependencies.