Recurrent Neural Network
In this lesson, you’ll learn about Recurrent Neural networks which are a special family of Neural Networks which are used for sequence data like sequences of text and time series data.
We'll cover the following...
Recurrent Neural Network
Recurrent Neural Networks are a special class of neural networks meant for sequential data such as sequences of text and time series data like sales over a year, videos (sequences of images), stock market data etc. Recurrent neural networks have loops in them which allows information to persist in the network over time. This capability is absent in traditional neural networks.
A loop facilitates the flow of information from one time step of the network to its next time step. Recurrent Neural Network can take in sequences of inputs and produce sequences of outputs unlike other Neural Networks. ...