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In the previous chapter you learned how to construct a Kohonen neural network. You learned that a Kohonen neural network can be used to classify samples into several groups. In this chapter we will closely examine a specific application of the Kohonen neural network. The Kohonen neural network will be applied to Optical Character Recognition (OCR).