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
Source Publication	IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES
ISSN	0916-8508
Volume	E82A Issue:10 Pages:2285-2290
Abstract	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.
Keyword	Boolean function neural networks Hamming space
Language	英语
WOS Research Area	Computer Science ; Engineering
WOS Subject	Computer Science, Hardware & Architecture ; Computer Science, Information Systems ; Engineering, Electrical & Electronic
WOS ID	WOS:000083361800041
Publisher	IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG
Citation statistics
Document Type	期刊论文
Identifier	http://ir.amss.ac.cn/handle/2S8OKBNM/14676
Collection	中国科学院数学与系统科学研究院
Corresponding Author	Ma, XM
Affiliation	1.Beijing Univ Posts & Telecommun, Informat Secur Ctr, Beijing 100876, Peoples R China 2.Acad Sinica, Inst Syst Sci, Beijing 100080, Peoples R China
Recommended Citation 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.

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