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Title: Selfstructurized Systems
Authors: Gladun, Victor
Velychko, Vitalii
Ivaskiv, Yurii
Keywords: Knowledge Discovery
Growing Pyramidal Networks
Concept Formation
Issue Date: 2008
Publisher: Institute of Information Theories and Applications FOI ITHEA
Abstract: The problems of constructing the selfsrtucturized systems of memory of intelligence information processing tools, allowing formation of associative links in the memory, hierarchical organization and classification, generating concepts in the process of the information input, are discussed. The principles and methods for realization of selfstructurized systems on basis of hierarchic network structures of some special class – growing pyramidal network are studied. The algorithms for building, learning and recognition on basis of such type network structures are proposed. The examples of practical application are demonstrated.
ISSN: 1313-0463
Appears in Collections:Volume 15 Number 1

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