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Definition of "Kohonen network" |
a 2-dimensional array of neurons with each neuron connected to the full set of network inputs. Learning is unsupervised:the neuron whose vector of input weights is closest to an input vector adjusts its weights so as to move closer to that input vector; the neuron’s neighbors in the array adjust their input weights similarly. As a result,clusters of weights in different parts of the array tend to respond to different types of input. |
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