| 多层反馈BP网联想记忆分析 |
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| 引用本文： | 罗四维,程怀涛,丁嘉种. 多层反馈BP网联想记忆分析[J]. 北京交通大学学报(自然科学版), 1995, 0(4) |
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| 作者姓名： | 罗四维 程怀涛 丁嘉种 |
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| 作者单位： | 北方交通大学计算机科学技术系 |
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| 摘 要： | 多层反馈ＢＰ网络是一种非线性动力学系统。为了对多层反馈ＢＰ网络进行形式分析，作者采用了电路类比的方式得到了它的数学模型。根据反馈ＢＰ网络的数学模型证明了反馈ＢＰ网络联想记忆过程的稳定性及有关性质，为反馈ＢＰ网络的应用奠定了理论基础。
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| 关 键 词： | 联想记忆，人工神经网络，反馈 |
Analysis of Multi-Layer Feedback BP Network Association Memory |
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| Luo Siwei, Cheng Huaitao, Ding Jiazhong. Analysis of Multi-Layer Feedback BP Network Association Memory[J]. JOURNAL OF BEIJING JIAOTONG UNIVERSITY, 1995, 0(4) |
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| Authors: | Luo Siwei Cheng Huaitao Ding Jiazhong |
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| Abstract: | Multi-layer feedback BP network is a non-linear dynamic system. In order to analyze multi-layer feedback BP network formally, a method of circuit analogue is adopted, and a mathematical model is obtained. According to the mathematical model of feedback BP network, the reliability of association memory process and other properties are proved in this paper. This lay a theoretical foundation for the application of feedback BP network. |
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| Keywords: | ss: association memory artificial neural networks feedback |
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