Artificial neural networks Dimension reduction Cluster analysis algorithms Finnish inventions Unsupervised learning. Self-organizing map Once trained, the map can classify a vector from the input space by finding the node with the closest smallest distance metric weight vector to the input space vector. Kohonen, Self-Organization and Associative Memory. We apply the cognitive distance to analyze this relationship. Useful extensions include using toroidal grids where opposite edges are connected and using large numbers of nodes.
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