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Financial Time Series Prediction Using Elman Recurrent Random Neural Networks

In recent years, financial market dynamics forecasting has been a focus of economic research. To predict the price indices of stock markets, we developed an architecture which combined Elman recurrent neural networks with stochastic time effective function. By analyzing the proposed model with the l...

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Bibliographic Details
Published in:Comput Intell Neurosci
Main Authors: Wang, Jie, Wang, Jun, Fang, Wen, Niu, Hongli
Format: Artigo
Language:Inglês
Published: Hindawi Publishing Corporation 2016
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4887655/
https://ncbi.nlm.nih.gov/pubmed/27293423
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/4742515
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