in this talk, we will introduce the basic concept of the neural network and discuss one specific type of neural network: recurrent neural network (rnn). we will discuss the backpropagation algorithm and analyze the structure of rnn. furthermore, we will introduce lstm neural network. if time permits, an example of time series forecasting by this method will be provided.