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What is Kohonen Networks: Self-Organizing Maps about?

1. Kohonen networks are a type of self-organizing map (SOM) neural network developed by Tuevo Kohonen in 1982 to perform tasks like clustering of input data. SOMs use competitive learning to map high-dimensional input data onto a low-dimensional output space. 2. Kohonen networks operate by having output nodes compete to be the winning node that best matches an input pattern. The weights of the winning node and its neighboring nodes are adjusted to better match the input pattern. 3. In an example using a

Author

engesin

Language

EN