Search for: [Abstract = "The paper contains quantitative information about parameters generated in hidden layers of back\-propagation type neural networks for handwritten digits recognition. On the basis of this information, a method of determination of the lower limit for the number of hidden layer elements for such networks is given. The method applies a suitable formula of combinatorics. The above\-mentioned information is used to create an algorithm for the training set analysis aimed for more effective neural network initialization."]

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