| Application of Intelligent Neural Network on Prediction of Time Series Signal |
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| 作者姓名： | WANG Cheng? liang SONG Jun HU Bing? quan ZHANG Qin |
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| 摘 要： | The research of neural network has been maturated both in theory and practical application since 1980's, and also been employed into the prediction and analysis of nonlinear time series signal in the field of signal process system. Concerning with the problem of time series signal prediction based on traditional neural network, such as black box, poor accuracy, and facing the shortage of post knowledge, this paper presents a different neural network prediction model from the traditional ones, based on intelligent neural cell model and employing the iterative prediction method. Through the example on stock price prediction, the prediction accuracy and practical value are proved.
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| 关 键 词： | neural network BP prediction model time series signal stock price prediction |
| 修稿时间： | 2002/9/16 0:00:00 |
Application of Intelligent Neural Network on Prediction of Time Series Signal |
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| WANG Cheng? liang,SONG Jun,HU Bing? quan,ZHANG Qin.Application of Intelligent Neural Network on Prediction of Time Series Signal[J].Storage & Process,2003(1):34-37. |
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| Authors: | WANG Cheng? liang SONG Jun HU Bing? quan ZHANG Qin |
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| Abstract: | The research of neural network has been maturated both in theory and practical application since 1980's, and also been employed into the prediction and analysis of nonlinear time series signal in the field of signal process system. Concerning with the problem of time series signal prediction based on traditional neural network, such as black box, poor accuracy, and facing the shortage of post knowledge, this paper presents a different neural network prediction model from the traditional ones, based on intelligent neural cell model and employing the iterative prediction method. Through the example on stock price prediction, the prediction accuracy and practical value are proved. |
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| Keywords: | neural network BP prediction model time series signal stock price prediction |
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