| 用含动态隐层的前馈网辨识非线性系统 |
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| 引用本文： | 鲍晓红, 贾英民. 用含动态隐层的前馈网辨识非线性系统. 自动化学报, 1997, 23(5): 689-693. |
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| 作者姓名： | 鲍晓红 贾英民 |
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| 作者单位： | 1.北京航空航天大学第七研究室,北京 |
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| 摘 要： | 用含动态隐层的前馈网对非线性系统建立全局成立的输入输出模型,证明了这种辨识结构的可行性,网络学习算法为动态BP法.
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| 关 键 词： | 前馈网 辨识 动态BP算法 |
| 收稿时间： | 1995-08-17 |
Nonlinear System Identification Using Feedforward Neural Networks with Recurrent Hidden Layer |
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| Bao Xiaohong, Jia Yingmin. Nonlinear System Identification Using Feedforward Neural Networks with Recurrent Hidden Layer. ACTA AUTOMATICA SINICA, 1997, 23(5): 689-693. |
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| Authors: | Bao Xiaohong Jia Yingmin |
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| Affiliation: | 1. The Severth Research Division,Beijing University of Aeronautics and Astronautics,Beijing |
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| Abstract: | This paper presents a feedforward neural network which contains a dynamic hidden layer (RHNN) for the modeling of a nonlinear system and the feasibility of this approach is proved. The learning algorithm is the dynamic BP. In the simulation a comparison between RHNN and RFNN for modeling a nonlinear system is made. |
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| Keywords: | Feedforward neural networks system identification dynamic BP algorithm. |
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