A principal components analysis self-organizing map.
basic_science · Level V
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- Record sourced from PubMed, PMID 15036343.
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Abstract
We propose a new self-organizing neural model that performs principal components analysis. It is also related to the adaptive subspace self-organizing map (ASSOM) network, but its training equations are simpler. Experimental results are reported, which show that the new model has better performance than the ASSOM network.
Medical subject headings
- Neural Networks, Computer
- Principal Component Analysis