Representation of concept lattices by bidirectional associative memories

被引：16
|
作者：
Belohlávek, R [1 ]
机构：
[1] Univ Ostrava, Inst Res & Applicat Fuzzy Modeling, CZ-70103 Ostrava, Czech Republic
[2] Tech Univ Ostrava, Dept Comp Sci, CZ-70833 Ostrava, Czech Republic
来源：
NEURAL COMPUTATION | 2000年 / 12卷 / 10期
关键词：
D O I：
10.1162/089976600300014935
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This article presents a concept interpretation of patterns for bidirectional associative memory (BAM) and a representation of hierarchical structures of concepts (concept lattices) by BAMs. The constructive representation theorem provides a storing rule for a training set that allows a concept interpretation. Examples demonstrating the theorems are presented.
引用
收藏
页码：2279 / 2290
页数：12
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