构造型神经网络是一种能够处理大规模数据的新型神经网络模型,近年来得到深入研究和广泛应用.本文着重介绍构造型神经网络的基本原理,分析和比较其性能以及目前研究状态.进而分析该网络具备诸多优越性能的原因,讨论下一步研究方向,分析其应用价值.
Constructive neural network, a new type of neural network model, can process the large-scale data. It has been widely used and deeply studied in recent years. In this paper, the principle of the neural networks is introduced, its property is analyzed and compared with that of other networks, and the research development is summarized. Furthermore, the reasons why the networks have so many advantages are analyzed, the further research is discussed and the application prospect is presented.