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摘要:
The influence of the structure design to the capabilities of neural networks is discussed in this paper. The development history of the dynamic structure neural networks, especially the growing and the pruning neural networks are introduced. The substantial results on the computing capabilities, learning theories, stability of neural networks are then analyzed. Finally, the research on the dynamic optimization structure design is summarized and several views are put forward.
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来源 :
Control Theory and Applications
ISSN: 1000-8152
年份: 2010
期: 3
卷: 27
页码: 350-357