MATLAB: Neural network

Question

hi friends i'm going to forecast rainfall. i have 12 years rainfall data.how can i predict next day, next month and next year? which network is the best? any example?

thanks

Answer 1

>> lookfor prediction

applin1 - Linear Prediction Design

applin2 - Adaptive Linear Prediction

simplenar_dataset - Simple time-series prediction dataset

simplenarx_dataset - Simple time-series prediction dataset

simpleseries_dataset - Simple time-series prediction dataset

invpred - Inverse prediction for simple linear regression.

nlintool - Interactive graphical tool for nonlinear fitting and prediction.

nlpredci - Confidence intervals for predictions in nonlinear regression.

>> lookfor time-series

simplenar_dataset - Simple time-series prediction dataset

simplenarx_dataset - Simple time-series prediction dataset

simpleseries_dataset - Simple time-series prediction dataset

nndata2sim - Convert neural network data to Simulink time-series.

sim2nndata - Convert Simulink time-series to neural network data.

narnet - Nonlinear auto-associative time-series network.

narxnet - Nonlinear auto-associative time-series network with external input.

plotresponse - Plot dynamic network time-series response.

Hope this helps.

Greg