Artificial neural network (ANN) is an alternative to stochastic processes in time series models. ANN helps in forecasting, by using regular detection and pattern recognition. It uses this intelligence to detect seasonalities and helps generalize the data. In contrast with stochastic models like multilayer perceptrons, feedforward neural network (FNN), and time lagged neural network (TLNN) are mainly used in nonlinear time series models.