摘要
针对图片数据的分类问题,从动态构造网络的思想出发,讨论了序列构造神经网络的基本方法,并且把其应用于图片分类中。最后给出标准测试集的分类测试结果,并对其进行了比对、分析和讨论。实验结果表明此方法适合多维数据分析,取得了满意的效果。
To the problems of image classification, Sequence Constructive Neural Network （SCNN） method is discussed using the idea of dynamic creation of neural network and its application in the image classification. Benchmark tests are launched in the paper, and also give its compares and analysis. From the experiments, the method of SCNN is more suitable for multi - dimension data analysis and can give satisfied results.
出处
《情报科学》
CSSCI
北大核心
2007年第11期1692-1695,共4页
Information Science
关键词
动态构造
图片分类
神经网络
dynamic creation
picture classification
neural network
