计算机工程与应用2012，Vol.48Issue(29)：201-205,5.DOI:10.3778/j.issn.1002-8331.2012.29.041
支持向量机抗辐射效应的相关研究
Related study of support vector machines for radiation resistant
李俊飞 1陈晓敏1
作者信息
- 1. 中国科学院空间科学与应用研究中心,北京100190
- 折叠
摘要
Abstract
Algorithms of resisting single particle effect for support vector machine which being implemented in FPGA and applied in space are discussed. The paper mainly designs checkout algorithms for polynomial kernel and Gauss kernel which are mostly used in support vector machine in order to achieve error detection and fault tolerance under the condition of certain judgment accuracy. The results of simulation show that the algorithms are feasible which will play an active role for the application of support vector machine in space.关键词
算法/支持向量机/辐射Key words
arithmetic/ support vector machines/ radiation分类
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李俊飞,陈晓敏..支持向量机抗辐射效应的相关研究[J].计算机工程与应用,2012,48(29):201-205,5.
