Decentralized growing self-organizing maps

被引：0

作者：

Coltzau, Hauke ^{[1
]}

Yildiz, Mesut ^{[1
]}

Unger, Herwig ^{[1
]}

机构：

[1] Fernuniversität in Hagen, Department of Communication Networks, Hagen

来源：

Advances in Intelligent Systems and Computing | 2015年 / 361卷

关键词：

Decentralized systems; Self-organizing map;

D O I：

10.1007/978-3-319-19024-2_25

中图分类号：

学科分类号：

摘要：

We present an algorithm based on the Growing Self-Organizing Map (GHSOM) that is able to build and maintain hierarchical SOMs in a decentralized manner. Time- and message complexity of both finding the best matching unit during the training phase and of navigating to any part of the structure is in O(log N). © Springer International Publishing Switzerland 2015.

引用

页码：247 / 255

页数：8

共 9 条

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