Method of deciding ANNs parameters for pattern recognition

A method for tuning artificial neural network (ANN) parameters for pattern recognition is described. A pattern recognition experiment carried out for phoneme recognition of English pure vowels in ANNs is presented. The significant of parameters that affect recognition rate seriously are defined. To determine the influence of these parameters on the recognition rate a tuning method is given. The tuning method is independent of the recognition rate.<
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