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| 前向网络变换机理研究 | |
| Alternative Title | Research on Transforming Mechanism of Feedforward Metworks |
| 叶世伟 | |
| Major | 计算机科学理论(computer theroy) |
| 1995 | |
| Degree Grantor | 中国科学院软件研究所 |
| Degree Level | 博士 |
| Place of Degree Grantor | 中国科学院软件研究所 |
| Keyword | 变换功能 前向神经网络 子波神经网络 竞争学习 信息变换 |
| English Abstract | 本文主要讨论神经网络变换的机理及其学习。与已有的对前向网络的研究不同，不仅讨论了网络的映射功能，而且还研究了网络的权值所表示的信息变换。另外本文利用前向网络构造了一个木材种类识别系统。这些工作从信息变换的角度，拓广了前向网络的研究范围，为前向网络的应用开辟了新的途径。 |
| Abstract | This paper focuses on the mechanism of neural networks and its learning. In contrast with the existing study on feedforward neural networks, it not only studies its mapping function, but also make research on the information transforming presented by the weight valuses in network. In addition, a wood species recognition system based on the feedforward networks is studied. These studies on the feedforward networks widen their reseach scope and open up the new fields of their application. |
| Pages | 110 |
| Language | 中文 |
| Content Type | 学位论文 |
| URI | http://ir.iscas.ac.cn/handle/311060/7502 |
| Collection | 中科院软件所_中科院软件所 |
| Recommended Citation GB/T 7714 | 叶世伟. 前向网络变换机理研究[D]. 中国科学院软件研究所. 中国科学院软件研究所,1995. |
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