Boolean neural network design using set covering in hamming geometrical space

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	Boolean neural network design using set covering in hamming geometrical space
	Ma, XM ; Yi, XY ; Zhang, Z
	1999-10-01
发表期刊	IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES
ISSN	0916-8508
卷号	E82A 期号:10 页码:2285-2290
摘要	Some novel learning strategies based on set covering in Hamming geometrical space are presented and proved, which are related to the three-layer Boolean neural network (BNN) for implementing an arbitrary Boolean function with low-complexity. Each hidden neuron memorizes a set of learning patterns, then the output layer combines these hidden neurons for explicit output as a Boolean function. The network structure is simple, reliable and can be easily implemented by hardware.
关键词	Boolean function neural networks Hamming space
语种	英语
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Hardware & Architecture ; Computer Science, Information Systems ; Engineering, Electrical & Electronic
WOS记录号	WOS:000083361800041
出版者	IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/14676
专题	中国科学院数学与系统科学研究院
通讯作者	Ma, XM
作者单位	1.Beijing Univ Posts & Telecommun, Informat Secur Ctr, Beijing 100876, Peoples R China 2.Acad Sinica, Inst Syst Sci, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Ma, XM,Yi, XY,Zhang, Z. Boolean neural network design using set covering in hamming geometrical space[J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES,1999,E82A(10):2285-2290.
APA	Ma, XM,Yi, XY,&Zhang, Z.(1999).Boolean neural network design using set covering in hamming geometrical space.IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES,E82A(10),2285-2290.
MLA	Ma, XM,et al."Boolean neural network design using set covering in hamming geometrical space".IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES E82A.10(1999):2285-2290.