An incremental network for on-line unsupervised classification and topology learning

DOI10.1016/j.neunet.2005.04.006zbMath1093.68079OpenAlexW2120250216WikidataQ62492241 ScholiaQ62492241MaRDI QIDQ2488682

Shen Furao, Osamu Hasegawa

Publication date: 11 May 2006

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2005.04.006

zbMATH Keywords

non-stationary environmentclusteringstationary environmenton-line unsupervised learningtopology representation

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (4)

A biologically motivated visual memory architecture for online learning of objects ⋮ A fast nearest neighbor classifier based on self-organizing incremental neural network ⋮ An enhanced self-organizing incremental neural network for online unsupervised learning ⋮ Clustering: a neural network approach

Cites Work

• Self-organized formation of topologically correct feature maps
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