| 跨越连接多层神经网络的稳定性 |
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| 引用本文： | 何旭涛,连志春. 跨越连接多层神经网络的稳定性[J]. 鞍山科技大学学报, 2008, 31(2): 141-144 |
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| 作者姓名： | 何旭涛 连志春 |
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| 作者单位： | 朝阳师范专科学校数学计算机系 辽宁朝阳122000 |
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| 摘 要： | 研究了跨越连接多层神经网络的结构和稳定性。提出了有跨越连接的误差反向传播算法,通过仿真实验说明了跨越连接多层神经网络收敛性和稳定性优于传统网络。
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| 关 键 词： | 神经网络 神经元 BP算法 |
| 文章编号： | 1674-1048(2008)02-0141-04 |
| 修稿时间： | 2008-03-05 |
Stability of multi-layers neural network with spanned connection |
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| HE Xu-tao,LIAN Zhi-chun. Stability of multi-layers neural network with spanned connection[J]. Journal of Anshan University of Science and Technology, 2008, 31(2): 141-144 |
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| Authors: | HE Xu-tao LIAN Zhi-chun |
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| Abstract: | The structural stability of multi-layer neutral network with the spanned connection was studied.The back propagation algorithm based on spanned connection is put forward.The simulation example proves that the astringency and the stability of multi-layer neural network with the spanned connection are better than the traditional network. |
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| Keywords: | artificial neural network(ANN) neurons BP algorithm |
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