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A unified method to construct neural network decoders for arbitrary codes and decoding rules
Zhang, ZZ; Ma, XM; Yang, YX
2001-07-28
发表期刊DISCRETE MATHEMATICS
ISSN0012-365X
卷号238期号:1-3页码:171-181
摘要This paper presents a unified method to construct decoders which are implemented by a feedforward neural network. By setting the parameters of the network, it can decode any given code {(c(i),D-i); i = 1, ... ,M}. We focus on the case that the sets D-1, ... , D-M are weighted distance spheres. Properties and constructions of weighted distance spheres are developed. Weighted distance perfect codes are defined and studied. Finally, the complexity of the network decoder is discussed. (C) 2001 Elsevier Science B.V. All rights reserved.
关键词codes neural network decoder feedforward neural network weighted distance sphere weighted distance perfect code
语种英语
WOS研究方向Mathematics
WOS类目Mathematics
WOS记录号WOS:000169968700017
出版者ELSEVIER SCIENCE BV
引用统计
文献类型期刊论文
条目标识符http://ir.amss.ac.cn/handle/2S8OKBNM/16374
专题中国科学院数学与系统科学研究院
通讯作者Zhang, ZZ
作者单位1.Acad Sinica, Inst Syst Sci, Beijing 100080, Peoples R China
2.Beijing Univ Posts & Telecommun, Dept Informat Engn, Beijing 100876, Peoples R China
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GB/T 7714
Zhang, ZZ,Ma, XM,Yang, YX. A unified method to construct neural network decoders for arbitrary codes and decoding rules[J]. DISCRETE MATHEMATICS,2001,238(1-3):171-181.
APA Zhang, ZZ,Ma, XM,&Yang, YX.(2001).A unified method to construct neural network decoders for arbitrary codes and decoding rules.DISCRETE MATHEMATICS,238(1-3),171-181.
MLA Zhang, ZZ,et al."A unified method to construct neural network decoders for arbitrary codes and decoding rules".DISCRETE MATHEMATICS 238.1-3(2001):171-181.
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