BP Artificial Neural Network Algorithm in the Application of Bird Timeseries Prediction
NIU Jia-yang
WANG Hong-guo
SHAO Zeng-zhen
SONG Chao-chao
Abstract：This paper describes the application of the BP neural network algorithm in the timeseries prediction of the birds. Through time series autocorrelation coefficient to get the seasonal fluctuation cycle, which determine the topological structure of network, and realize effective forecast of birds timeseries. The result of experiments shows that the method has better nonlinear fitting, better prediction accuracy than the statistics-based approach.
Keywords：Neural networkTimeseriesForecasting
Publication Date：2013-01-01
Online Publishing Date：2026-05-22(First online date of this platform, not the publication date of the document)
Pages：5( 93-97 )